{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-01-11T08:48:08.343230Z",
     "start_time": "2025-01-11T08:48:07.693425Z"
    }
   },
   "source": [
    "import matplotlib.pyplot as plt #from matplotlib import pyplot as plt也行\n",
    "plt.plot([1,2,3],[8,3,5]) #传x和y坐标，绘制折线图,左边为x，右边为y\n",
    "plt.show() #显示图形"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-11T08:49:54.581793Z",
     "start_time": "2025-01-11T08:49:54.510376Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import pyplot as plt\n",
    "x=range(1,8)\n",
    "y=[1,2,3,4,5,6,7]\n",
    "plt.plot(x,y)\n",
    "plt.show()\n"
   ],
   "id": "276315af79962ba6",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-11T09:14:14.818858Z",
     "start_time": "2025-01-11T09:14:14.754334Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#折线的颜色和形状，折点的样式\n",
    "from matplotlib import pyplot as plt\n",
    "x=range(1,8)\n",
    "y=[1,2,3,4,5,6,7]\n",
    "#设置折线颜色为蓝色，透明度为0.5，线型为虚线，线宽为3,折点样式为圆圈，大小为10\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='o',markersize=10) #短线\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='-',linewidth=3,marker='o',markersize=10) #实线\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='.',linewidth=3,marker='o',markersize=10) #短点相交线\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle=':',linewidth=3,marker='o',markersize=10) #虚点线\n",
    "# #各种折点样式\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='.',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker=',',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='v',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='^',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='<',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='>',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='1',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='2',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='3',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='4',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='s',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='p',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='*',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='h',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='H',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='+',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='x',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='D',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='|',markersize=10)\n",
    "# plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='_',markersize=10)\n",
    "plt.plot(x,y,color='blue',alpha=0.5,linestyle='--',linewidth=3,marker='d',markersize=10)\n",
    "\n",
    "plt.show()"
   ],
   "id": "6a5befe64b229ad9",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-11T09:14:20.570932Z",
     "start_time": "2025-01-11T09:14:20.468163Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#设置图片的大小并保存\n",
    "from matplotlib import pyplot as plt\n",
    "import random\n",
    "x=range(2,26,2) #2~24\n",
    "y=[random.randint(15,30) for i in x]\n",
    "plt.figure(figsize=(20,8),dpi=80) #设置画布大小，（宽，高），dpi表示每英寸有多少像素点\n",
    "plt.plot(x,y)\n",
    "plt.show()\n",
    "plt.savefig('my_pic.png') #保存图片，格式为png，文件名为my_pic.png\n",
    "plt.savefig('my_pic.svg') #保存矢量图，这种矢量图放在网页中放大后不会有锯齿\n"
   ],
   "id": "a35387eae92bb14a",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-11T09:21:45.857575Z",
     "start_time": "2025-01-11T09:21:45.747177Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#绘制x轴和y轴的刻度\n",
    "from matplotlib import pyplot as plt\n",
    "x=range(2,26,2) \n",
    "y=[random.randint(15,30) for i in x] \n",
    "plt.figure(figsize=(20,8),dpi=80) \n",
    "# plt.xticks(x) #设置x轴刻度\n",
    "# plt.xticks(range(1,25))\n",
    "# plt.yticks(y) #设置y轴刻度\n",
    "# plt.yticks(range(min(y),max(y)+1))\n",
    "x_ticks_label=[\"{}:00\".format(i) for i in x] #设置x轴刻度标签\n",
    "plt.xticks(x,x_ticks_label,rotation=45) #让标签旋转45度\n",
    "y_ticks_label=[\"{}度\".format(i) for i in range(min(y),max(y)+1)] #设置y轴刻度标签\n",
    "plt.yticks(range(min(y),max(y)+1),y_ticks_label,rotation=0)\n",
    "plt.plot(x,y)\n",
    "plt.show()\n"
   ],
   "id": "633fd63e98ba751b",
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Program Files\\Python312\\Lib\\site-packages\\IPython\\core\\pylabtools.py:170: UserWarning: Glyph 24230 (\\N{CJK UNIFIED IDEOGRAPH-5EA6}) missing from font(s) DejaVu Sans.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-11T09:33:11.199285Z",
     "start_time": "2025-01-11T09:33:11.090180Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#设置中文显示\n",
    "from matplotlib import pyplot as plt\n",
    "import random\n",
    "from matplotlib import font_manager\n",
    "x=range(0,120) \n",
    "y=[random.randint(10,30) for i in range(120)]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "my_font=font_manager.FontProperties(fname=\"C:\\\\Windows\\\\Fonts\\\\STXINWEI.TTF\",size=18) #设置字体\n",
    "plt.xlabel(\"时间\",fontproperties=my_font,rotation=45) #设置x轴标签，字体为my_font，旋转45度\n",
    "plt.ylabel(\"温度\",fontproperties=my_font,rotation=30)\n",
    "plt.title(\"温度变化图\",fontproperties=my_font,color=\"blue\")\n",
    "plt.plot(x,y)\n",
    "plt.show()\n"
   ],
   "id": "55acacdd1bcf580f",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 9
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-11T09:44:00.575213Z",
     "start_time": "2025-01-11T09:44:00.439879Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#一图多线\n",
    "from matplotlib import pyplot as plt\n",
    "import random\n",
    "from matplotlib import font_manager\n",
    "x=range(10,30) \n",
    "y1=[random.randint(10,30) for i in range(20)]\n",
    "y2=[random.randint(10,30) for i in range(20)]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "my_font=font_manager.FontProperties(fname=\"C:\\\\Windows\\\\Fonts\\\\STXINWEI.TTF\",size=18) \n",
    "xtick_labels=[\"{}岁\".format(i) for i in range(10,30)]\n",
    "plt.xticks(x,xtick_labels,fontproperties=my_font) \n",
    "plt.plot(x,y1,label=\"自己\",color='blue') #设置线1的标签和颜色\n",
    "plt.plot(x,y2,label=\"对手\",color='red') #设置线2的标签和颜色\n",
    "plt.grid(True) #添加网格显示\n",
    "plt.legend(prop=my_font,loc=\"upper right\") #设置图例位置,字体为my_font\n",
    "plt.show()\n",
    "\n"
   ],
   "id": "c19345a22543401",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 12
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-11T09:57:56.386589Z",
     "start_time": "2025-01-11T09:57:56.207439Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#一图多坐标图1\n",
    "from matplotlib import pyplot as plt\n",
    "import numpy as np\n",
    "x=np.arange(1,100) #设置x轴数据\n",
    "fig,axes=plt.subplots(2,2) #划分子图\n",
    "ax1=axes[0,0]\n",
    "ax2=axes[0,1]\n",
    "ax3=axes[1,0]\n",
    "ax3.grid(color='red',linestyle='--',alpha=0.5,linewidth=1) #设置网格线颜色，线型，透明度，线宽\n",
    "ax4=axes[1,1]\n",
    "\n",
    "# fig=plt.figure(figsize=(20,10),dpi=80) #?:加不加没区别\n",
    "ax1.plot(x,x)\n",
    "ax2.plot(x,-x)\n",
    "ax3.plot(x,x**2)\n",
    "ax4.plot(x,np.log(x))\n",
    "plt.show()\n",
    "\n"
   ],
   "id": "c51f2132f69f797e",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x800 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 20
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-11T09:59:30.285065Z",
     "start_time": "2025-01-11T09:59:30.131211Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#一图多坐标图1\n",
    "from matplotlib import pyplot as plt\n",
    "import numpy as np\n",
    "x=np.arange(1,100) \n",
    "fig=plt.figure(figsize=(20,10),dpi=80)\n",
    "ax1=fig.add_subplot(2,2,1)\n",
    "ax2=fig.add_subplot(2,2,2)\n",
    "ax3=fig.add_subplot(2,2,3)\n",
    "\n",
    "\n",
    "ax1.plot(x,x)\n",
    "ax2.plot(x,-x)\n",
    "ax3.plot(x,x**2)\n",
    "\n",
    "plt.show()\n",
    "\n"
   ],
   "id": "e2c9d844366a81ee",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x800 with 3 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 21
  },
  {
   "metadata": {},
   "cell_type": "code",
   "outputs": [],
   "execution_count": null,
   "source": [
    "#嫌x轴太密集，可以分片显示，如plt.xticks(x[::3],_xticks_labels[::3],fontproperties=my_font,rotation=45)，x[::3]表示每隔3个元素取一个，_xticks_labels[::3]表示对应的值。\n",
    "#折线图是plot()函数，\n",
    "#散点图是scatter()函数，\n",
    "#直方图是hist()函数，  time=[78,86,99,65,...]\n",
    "                    #设置组距\n",
    "                    distance=2\n",
    "                    #计算组数\n",
    "                    group_num=int((max(time)-min(time))/distance)\n",
    "                    plt.hist(time,bins=group_num) #设x,y轴数据，bins表示分组数\n",
    "                    #修改x,y轴刻度显示\n",
    "                    plt.xticks(range(min(time),max(time))[::2])\n",
    "                    plt.yticks(range(0,18,2))\n",
    "                    #添加网格显示\n",
    "                    plt.grid(linestyle=\"--\",alpha=0.5)\n",
    "                    #添加x,y轴描述信息\n",
    "                    plt.xlabel(\"电影时长大小\",fontproperties=my_font)\n",
    "                    plt.ylabel(\"电影的数据量\",fontproperties=my_font)\n",
    "#条/柱形图是bar()函数，rects=plt.bar(range(len(x)),y,width=0.3,color='red') 绘制柱的宽度为0.3，颜色为红色。\n",
    "                    plt.xticks(range(len(x)),x,fontproperties=my_font,rotation=45) 设置x轴标签，字体为my_font，旋转45度。\n",
    "                    for rect in rects:\n",
    "                        height=rect.get_height() #获取柱的高度。\n",
    "                    plt.text(rect.get_x()+rect.get_width()/2,height+0.3,str(height),ha=\"center\",va=\"bottom\",fontproperties=my_font) #(x+width/2,height+0.3)表示文本的位置，ha表示水平对齐方式，va表示垂直对齐方式，fontproperties表示字体。\n",
    "\n",
    "#饼图是pie()函数。"
   ],
   "id": "313f841a37a609c7"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-11T10:18:57.761267Z",
     "start_time": "2025-01-11T10:18:57.684827Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#饼图\n",
    "from matplotlib import pyplot as plt\n",
    "import matplotlib\n",
    "label_list=[\"第一部分\",\"第二部分\",\"第三部分\",\"第四部分\",\"第五部分\"] #设置各部分标签\n",
    "size=[10,20,30,40,50] #设置各部分占比\n",
    "color=[\"blue\",\"red\",\"green\",\"yellow\",\"pink\"] #设置各部分颜色\n",
    "explode=[0,0,0.1,0,0] #设置各部分突出显示的距离，0表示不突出\n",
    "\"\"\"\n",
    "explode：设置各部分突出\n",
    "label:设置各部分标签\n",
    "labeldistance:设置标签文本距圆心位置，1.1表示1.1倍半径\n",
    "autopct：设置圆里面文本\n",
    "shadow：设置是否有阴影\n",
    "startangle：起始角度,默认从0开始逆时针转\n",
    "pctdistance：设置圆内文本距圆心距离返回值\n",
    "l_text：圆内部文本，\n",
    "matplotlib.text.Text object\n",
    "p_text：圆外部文本\n",
    "\"\"\"\n",
    "matplotlib.rcParams['font.sans-serif']=['SimHei'] #设置字体\n",
    "patches,l_text,p_text=plt.pie(size,labels=label_list,colors=color,explode=explode,autopct=\"%1.1f%%\",shadow=True,startangle=150,pctdistance=0.6,textprops={'fontsize':15,'color':'black'}) #绘制饼图,返回三个值：patches,l_text,p_text。patches表示饼图的图形，l_text表示饼图内部文本，p_text表示饼图外部文本,autopct表示圆里面文本格式,shadow表示是否有阴影,startangle表示起始角度,pctdistance表示圆内文本距圆心距离,textprops表示文本属性,fontsize表示字体大小,color表示字体颜色,fontsize=15,color='black'表示字体大小为15，颜色为黑色.\n",
    "plt.axis('equal') #设置横轴和纵轴大小相等，使饼图为圆形\n",
    "plt.legend(patches,label_list,loc=\"upper right\",prop={'size':8}) #显示图例,loc表示图例位置，prop表示字体大小,prop={'size':15}表示字体大小为15。\n",
    "plt.show()"
   ],
   "id": "3b6f54d77b52c92a",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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atAhz587FgAEDxHM0kdNG1utU7aDYRK4uQoEqHciPgc5FiYhSZQR1t1XscLtt2zbMnj1b5EVIIoXGQ8sQtETRWHAyI8PoGvoTy8kHsnJk4oDu859d/aGIgxAOroCbM+c6mACGbOGsT2h6JvfHuuRASHAyI8MYOoVFQEbO7aiBQidIpoHQMg1tt5JkIoHEAokGTzfAiVsUM6aDhYVFvUSCtmGhwDDaQqy3Z8jC5uoS+BjtV2OQGKPtehzgYA/4eAC+niwaGEZLsFBgmIZAZYlCHGTIrnIZ/UdyYhNlm6O9TDD4eMruMwxTL1goMExdIUMjihqQOKB8A8YwocqRGwmyzdlBJhhoo+RIhmE0hoUCw2gCJR+mZQIJqbKcA8a4yCsE8uKBmHhZ2WUzH1m0gRMhGQ1aQluR+6iWoV4N/v7+MAb4r4Rh7hQ9uBEPHDkHXLrOIsEUIK+KKzeAw2eBa7dkyxWM4SH1GtHFpiHkbdC7d29cvHhRPCYr5dWrV+O1115DXl6eqEigEsf6iA+yaT5+/HjV+5Avg7RJvR8kyCJ61qxZogril19+wccff4zGhIUCw6iCkuMuXgOOngduJtbNupgxHufIuGTg2AXgXJQsYsRlq4wCy5YtQ05OjujSSNsLL7wg/A/IiInMlsaPH19ljkQiQl2ZoqKYmDFjhjBboj4OM2fORPfu3bF7925xbjrHDz/8gHPnzlU7BzV+ogZUVAUxYsQIccyNGzfQWLBQYBgJ+kOnieM4TxzmLQwTWBgy2Ldvn+j2ePToUXzwwQeigyNN0iQOqP/D0KFDsWHDBowePVqYM1F7aNrIfllxc3Nzq9ZIioQGeRtcvXoVX3zxBZo3by5Ml6iNNPV3oN4PI0eOrDo+NjYWX375Jd58803xmM5JY6H219SuujHgHAWGoeUFqslPTNO8myJjwktNCbIoEuUwBDeVlVwyZgf1YKD+DqNGjRItp6kHAzkiUmRh7969ovcCWTFT+2iyU9Z0CYJ8EWiCp2ZSmzdvFi6NBEULEhIShNigzpAEnXPKlClCGJCQkKBulpTjQGMhMTNs2DDoEhYKjHmXNt5KlAkEjhwwitDvQ3K6bBOCoRmXWJoZJA7IotnFxaXquTlz5uC5554T99etWyeWA+oC5TT069dPdH9csGCBEBvUTVLKSSAhQtEGCWprTYKFhMJHH31U43zvvvuuWJagiITUB0IXsIUzY35QL4HYJCCJBQJTB3zkEQY2ctI6Ku2G65B0WGc0/LunDo/79+8XV/DSxK24jNChQwetdXGMiIgQXSKpBTUlOtIyBOUxeHh4iNyFTz/9VIiWZ555RhxPUYfExES152MLZ4apr3MiGfHQVSILBKauSMZa3h4ywUCdLRmThto5HzhwANHR0eJxamoqFi5cWLWflgtoCaEuraYpgkBioEWLFqKKgXISLly4UHU+avY0cOBAIRQ8PT3F83R+ija88sor4jFFJJRbUesSTmZkTB8qf4uMkSUpchSBaSiU5HryEnDxKlt1mzjz588XSYdUjkiTOk3OBw8erNroip88FtRVPEhQ+SNd4RN0/PDhw8Xr//nnH7HEIUFLECQUlEUARRpomYJKNSUBo61IhiZwRIExXUrLZBnsZJLE4oDRNmlZss3PCwj1B+xuf+EzWkDPf7M0uVMZ5OLFi4VI2LhxY1WrZyqJJL8DKpGkCZ8qIGozZaLXT58+XSxbUNSAkiCpRJKel1b/6f0oedHLy6uq5JKIiorCxIkT8e2331blIRw7dkwkUDYWLBQY04MqF0gckEigWnmG0SW0lEWW3oF+QGATumTU94gYLUAlj4sWLcLcuXMxYMAA8RxN5LS1bt0aDz74oEh2pPV/WgrQFBIKVOlAZZJ0LkpEJEpLS9G/f3+xSWzbtg2zZ88WAkMSKTQeWoagyENjwcmMjGmRniV326u7WxrDNBhbGyAsQFYpoctkPBNDm4l3pkRlZaWolKhPq2lOZmQYVXkIV28BGdn6HgljzpBRE+XDJKQA4cGACyc8MvWHog/1EQnahoUCY9yUlwtznMq4ZAqP6Xs0DCODuoqeugQ09ZHlL9jwVy1jvPBvL2O8ZOag8koMLIpLwUFexiBJTJVVSYQHyZYjGMYIYaHAGB9l5ai8fgsWiWksEBjjqL65fF2W8NgiSJbHwDBGBPsoMMZFZg4qjp0XIoFhjAqKLJy4CKRk6HskTB1bQusC6tVgLHBEgTEOystRHh0Ly+Q0WHIcgTFWOLqgMRbv6O7vvPItzfKZyNugd+/eWLlyJdq1ayeMlajHQ2RkJF577TVRlUCGSXZ2dnUWH2TTTN4I1Gaa3ofOK0GujT179qx6XFBQgBdffFEc/+uvv4pqBsmlsTFgocAYPpk5KLt0FdZl1NmRRQJjItGF7FyZWKAeEoxBsmzZMuTk5IgujSQUevTogUOHDsHBwUF0bezWrVtV7wWayKnzozIlJSWibfQnn3wiHs+YMUMIDXJ1nDlzpmgsRU2fXnjhBXEMiZJp06ZVEwrU+ImOoyoIanXdqVMn0X8iJCSkUT4HFgqMgUcRbsIyOR3WLBAYU4wuXLoO+MijC3XoF8Donn379gkxcPToUaxevRpt27YVpkh+fn4imkCGS3SFL/VjGD16tEbnJaMlai5FPR+o4RSZKZHpErWRpv4OX375pRAWErGxseK5EydOiMdk70zCgtpf7969W4xH17BQYAyT/EKUno2ETSmtD7JIYEwYWobIzgPahgFut1saM/qF2jvPmzdPTMi0vLBlyxbhiEjRhb1794reC2TFPHXq1Dqdl3wRkpOTRTOpzZs3C5dGgqIFCQkJIipBnSEJcm6cMmWKEAYkJCQomkA5DjQWEjPDhg2DLmGhwBgcZfFJsLh6CzYsEBhzMmo6GyXzXCAbaEbvkDggi2YXl9vibc6cOXjuuefEfcopoOUACerlQJ0mFZ+jHAZ3d3ecPHlSPCaXxX79+gnL5wULFgixQZEFiloQJETISVGCIg8kWEgofPTRRzXG+O6774plCYpISH0gdAFbODOGQ0UF8s9GwimHO/IxZoy3O9AqFLA2n54RquyGDSGZcdWqVWJ5gK7gpYmblgokOnTooLUujhEREaJLJLWgpkRHWoagPAYPDw+RRPnpp58K0SLlRFDUITExUe352MKZMTlKc/JQfPoSnLlilzF3qCNl/iWgbXPAmS2g9Qm1cz5w4ACio6PF49TUVCxcuLBqPy0X0BKCTR3ySyiCQGKAKhvoOj07OxsXLlyoOh81exo4cKAQClL+A52fog1SpQNFJJRbUesS/lZm9E7ujThUnLjIIoFhJKip2elIIIn9QvTJ/PnzcfXqVXz88cdiUqfJmdpKSxtd8ddFJBDUjnr48OHi9f/8849Y4pCgJQgSCsoigCINtExBpZqSgNFWJEMTOKLA6I/KSmSdugC33CJYcGtehqnZLv3KDVmiI1VF6HAN2hDRdHlAV5C3wb///ovFixcLkbBx48aqVs87duzAmjVrEBgYKCb8CRMmVMtlUIYiAFQWSdEIihpQEmTfvn3FeaXVf3o/Sl708vIS55eIiorCxIkTRYWFlIdw7NgxBAcHo7FgocDohfKiYuQdPQN3WHE7XoapDYoq5BUAEeGA3e2rT0a33Lx5E4sWLcLcuXMxYMAA8RxN5LS1bt1alEdSsiOt/1MVg6aQUKBKByqTpHNRIiJBpZf9+/cXm8S2bdswe/ZskRchiRQaDy1DUOShseBkRqbRyU/LQPnZSLha85cew2gMiYT2LQAnB5ga2ky8MyUqKytFpUR9Wk1r8zM1r1gWo3eSo68BZ1gkMEydKS6R5S1k5uh7JEwjQdGH+ogEbcNCgWkUaP3t2pET8IhNhZMNiwSGqRfUoOh8NJCcru+RMGYECwVG55QUF+PSzn0IKayArYIZCcMw9YBWiyNjgJvqa+gZRpvwtzajU/Lz8nBr33+IcOHGNwyjVW7EU3Yd0CKYE4IZncIRBUZnZKanI3nfYbRmkcAwuiExDbhwVbYkweiEch19ttSrwVhgocDohMRbccg7fBphLh76HgrDmDYZ2bI+EWVlMC0sdLhpnlvVu3dvXLx4UTwmK2XqJEndI/Py8kRFApU41kd8kE3z8ePHq96HfBmkTer9IFFQUIBZs2aJKohffvlFGEA1JiwUGK1z/UoUSk5fQqCLu76HwjDmQW4+cM4UxYJ+WbZsGXJyckSXRtpeeOEF4X9ARkxktjR+/HhhjkSNm7p37y5MlNzc3MSx1AWSHkvPXb58WZyTjJfoOXJ1nDlzpngdtYumc5MQ+eGHH3Du3Llq46DGT9RsiqogRowYIY65ceNGo30OLBQYrUFq9+Kp07C4fB3BbrzcwDCNSm4BiwUtsm/fPtHC+ejRo/jggw9EB0eapEkcUP+HoUOHYsOGDRg9erSwZf7111+FS2Pbtm2xa9cu4V8gWT137ty5yqqZhAbtI2voL774As2bNxemS9RGmvo7UO+HkSNHVo0jNjYWX375Jd58803xmOydaSzU/rouRk8NgZMZGa1AobQTB/+DT3ouQr189T0chjFvsdChJcAVRg2CogTz5s0TEzJN8lu2bBGOiBQt2Lt3r+i9QFbMU6dOFUJBIj8/X6Wds3QM+SLQBE/NpDZv3ixcGgmKFiQkJIhIBHWGJGhZY8qUKUIYkJCQoG6WlONAYyExM2zYMJ1+FvybxDSY8rIyHNz9DwLyyhDm46fv4TCMecNiQSuQOCCLZheFSX/OnDl47rnnxP1169aJ5QBF0tLS4O6ufsmVchr69esnej8sWLBAiA3qJinlJJAQoWiDBLW1JsFCQuGjjz6qcb53331XLEtQRELqA6EL+LeI0YpI8M8rRXOfJvoeDsMwBIsFrUARg/3794sreOmqXxIHDz30EDp06FDt+E8++UQkHUrHUn6Do+PtVuEkOs6cOaPyvf7880/RfpqSJVetWiWWIT777DN4eHgIofDpp5+K1z/zzDPieIo6TJ8+XWy6hn+DGK2IhHAWCQxjWLBYaDDUzvnAgQOIjo4Wj1NTU0UHSAkSA7SEQFB3SYoQkFggJk2ahIEDB6JLly7VzkkRBBIELVq0EHldlJNw4cKFqvNRsyd6HQkFT09Zrhe1sqZowyuvvCIeU0RCuRW1LuFkRqZesEhgGGNKcGSfhfowf/58kXRI5Yg0qdPkLCUo0kaVCzSJE2PGjMHatWurXvvGG2/g1KlTonJCOVdh+PDh4vX//PNPVZIjQUsQJBSURcD58+eFCKFSTUnANGvWDI0Fy0ymXiLhwO5/4JWRj3D/IH0Ph2GYO4mFS9dkbap1uI6tffTb2Ji8DagMcvHixUIkUMRAavVMJZHkd0AlklIy98SJE2FnZ6fyXJcuXRKlj1LUgJY0qESSzis1cKb3o+RFLy8vcX6JqKgoce5vv/22Kg/h2LFjCA4ORmPBQoGpl0iwSUhD++at9D0chmE0gTpORt0EWt9OlGNq5+bNm1i0aBHmzp2LAQMGiOdoIqetdevWePDBB0WyoyQUNm3ahJCQEJXnoqWE0tLSKqFAlQ5UJknnokREgvb3799fbBLbtm3D7NmzsWTJkiqRQuOhZQiKPDQWFpWSnGEYDUVCwfVYjGjXWd/DYRimrgQ3BUL8YWgUFRUhJiZGZPzb29vD2MjOzhaJhtquPKDpmSol6tNqWpufqTHFoRg9QoqZRELypSsY2rajvofDMEx9oI6TSWn6HoXJ4ebmppPyRIo+1EckaBsWCoxGqvb4f4cRc+Y8xnXqASsL/rVhGKOFliCoPwTDaAjnKDB35OKZszh36DCmdr0Ltlb8K2Mo7DpxFH8dPoDcggK0DgrBQ0NGoImXd7VjbiQmYN0/OxAdFwsPF1dM6D8Yfdo3LCJ05OJ5bDywF2nZWQj2a4rpQ4YjrFlA1f7LN2Nw/1vzxdXQ7+9+jJaBt5OuPlizEq9Nm9Gg92caCK02U3Jjp9aA8+0af4ZRB+coMLVyPSoaOzf/gYkRXeHt1Hh1u0ztzF38Pyz6fQO8XN3g4uiEG0kJ8HH3wN4vvkO70ObimH2nT2LM6y+iuKQUIU2a4npiPMrKy/HhE3PwypSH6/W+n21Yg5eXLIKLoyP8PLyEAHGyd8CfH36OQZ27iWPum/8cEtPTRCQqwMcXf374hXj+wvWr+Gbzb/juhfla/CSYemNrA3RuA9jfLs/TF8aeo2CIcI4C0ygkxSdg919bMbxFOxYJBsTv+/cIkfDOjJlI3bILMeu3YMv7/0Nmbg7mLV0sjsnJz8PU999Ay4AgxP26FZE//YZbv/yFiNDmeGPFEiSkpdb5fY9dvijO//h9Y5C2ZTei1vyOw9+sgJWVJZ7+SmYyQxyPvIQF0x4VkQO6L7F40y94ZvwkLX0KTIMpKQUuRFMCkr5HYvD5WbqAejUYCxxHZlSSmZGBv7f8gfaefgj2rB7OZvTL+2tWoHvrtnjz4SeqnhvdZwC6tWqLg+dl9rCr/v5LiIEdnyyCt9x73s/TC3PG3o+nPv8QRy9fwLh+g+r0vh+tW4VmXt5Y/OzLsJE7/fVq1x4jevbB+j07hVCh5Y2MnBx4urqKiEJ6jmwtPD07CymZmWgbEqbFT4JpMPmFspyFNgb4c9l/QnfnHiCLft0J8jbo3bs3Vq5ciXbt2gkvBOrxEBkZiddee038jpNhkjr/hNrEx9ixY4U3ArWZpveh80qQa2PPnj2rHhcUFODFF18Ux1OXSooUSC6NjQELBaYGBfn52LHlTzgVl6FX23B9D4dRYvWrb8NW7ganSGlZmVgGIB4YPARdW7ZBRFh4jWMI6bi68MmTz6KguAh2Ck5y0jkpH8HRzl7tVdj3f23CEyPH1vk9mUYgJQNwdQb8ueurMuSqmJOTI7o0klDo0aMHDh06BAcHB9G1sVu3bqL3wq1bt/Djjz8K0UDdI7OysuDvf7sMlQQFvY6YMWOGEBrk6jhz5kzRO4J6ObzwwgvC/plEybRp06oJBWr8RMfR3xm1uu7UqZPoP6HOt0HbsFBgqlFSXCyWGzJuxeGxvneLX0zGsFCe/In9Z07iVHQkHh0+Wjz29fAUmyKFxUVY8sfv4qq/d7v2dX7f8ACZC50iV2JvYNvRQxjcuVuVgKBoQmZerrhKohwKugrbffIY5k95pM7vyTQS124BLo4ywcAI9u3bJ8TA0aNHRaOmtm3bClMkPz8/EU0gwyW6wpf6MVBnSYKMl06fPi06O6qCjJaoKyT1fKCGU2SmRKZL1Eaa+jt8+eWXGDlyZNXxsbGx4rkTJ2QRFrJ3JmFB7a93794txqNrWCgw1S1Ld/+Dy+cvCJFgxxUOBs/2o4ew/ehhLP1zI9qHheOTp2Sd5RShhMMtB/djyR8bEZ+Wil/f/lAkQDaEg+fOCIHwzeZf4e3mjh9eXlC1r1urNvhw7SpxFUXLIb//uwfj+g5i0WnwlRDXga5tARv+uyeovfO8efPEhEyRgi1btghHRIou7N27V/ReICvmqVOnVkXRqI8DOTrWZq9MvgjJycmimdTmzZuFSyNBfx8JCQlwcnISnSEJcm6cMmWKEAYkJCQomkA5DjQWEjPDhg3T6WfBvxFMFedPn8apI0cxunMPeDs0bCJhGoeXvvsKl27EiPvT7x0uogXKbD64H/OWLBL3B3bqih5t2jX4fT9ctwrbjshDqcNGIcDn9lXN/2bNxf1vz6+6//w3n+PXtz/CX/8dQEJ6KmYMH12V48AYEMUlwOXrQPsWNGvB3CFxQBbNLi4uVc9R1OC5554T9ymnQGo5Tdx7770oKSkRnSabNGkilhBoGSI8PFzkFRDkstivXz/R/XHBggVCbFBkgaIWBAkRqlKQoMgDCRYSCh999FGNMVLUgpYlKCKhC8MnCS6PZATxsbewad3PaOnliyEtI/Q9HKYOUaBTUZFYsPw77Dx+RFRCKCY5SiSlp+GHrZvx3urlaBUYjKPfrYJjA0umLt24LhIr1+3egRnDR2HFK2+qrJTYsHen8HmY+b8PxHPTh4zA6tfeadB7MzokuBkQ0nidCdWW8hlAMuOqVavE8gBdwUsTNy0VSHTo0KFGF0fqybBixQoRVaC8hOXLl4vHdyIiIkJ0iaQW1JToSMsQlMfg4eEhlu8+/fRTIVooJ4KgqENiYqLa83F5JKNV8nJz8c/27XCEJQaHt9X3cJg6QFcR3Vq3xZ8ffI42waH4dP0aFBQV1TiOjJjeeOhxvPHQY7gQcw2/7f+nwe9NFQxrX1+Iu7t0F1UWN5Nqfml9vekXPD1uEjbs2YVZYyZg7evv4Ze9u3VWcsZogZsJ7Nwoh9o5HzhwAAsXLhRbampq1X3aSEBIzZ4UcwqCgmRddSlyoDxJUwSB8gqoe2SfPn2EQJCg5Qdq9kQRBILyH+g5amVN0YYuXbpUnVe5FbUuYaFg5lCjp307dyH5Vjwmdu0Fa6NqQ2u+KAcCqQqCEgrzCguqPBJUBQuH97hL3EbditXK+xLDevQWz1MuhCI0juLSEoQ29cet1GR0Cm+Jri1bi+dSszLr9f5MIxEZI1uKMHPmz5+Pq1ev4uOPPxa/4zQ5Hzx4sGqjK36axCWoQoJyDKR8HCprpCUMRSiPYfjw4eL1//zzT7X9tARBQkFZBFCkgZYpqFRTEjDKkQxdwguFZs7JI0dx8fQZjO3SE6627Ihm6KRlZSFixmRxlf76Q49V2yd5Fjg5OOCRD9/G0csXcenHX6olEd4+pm4/a4oAtH1kEvp36IwfXn5d7fsq8u3m3zB7zERxnxwhra2sxSY9ZgyY0jLgyg2gQ0v9jUHD5QGdJnf/+y8WL14sRMLGjRurWj3v2LEDa9asQWBgoJjAqWSR8hUoR4ESEqUoAQkHEgu7du0SSY9ULUF/j5QESREFOq8kvun9KHnRy8tLnF8iKioKEydOFBUWUh7CsWPHak2Y1DYsFMyYmKvXcHj/v2gTEIRWXrovsWEaDpknUeLgJ+t/wpi+A0SlAxF166ZIWqTHTb28RbXBjzu24t0fl+GtR2Q5C7TO+fmvMlOXod1lVyaaQldB7UPDxRLD5EH34p5ushrvlMwM8RzZR3dp0brq+KLiYmHqtPDxWeKxm5MzsvPzhCmTeNyIYVOmnmTmAImpQNPb2fbmBFUvLFq0CHPnzsWAAQPEczSR09a6dWtRHknJjhRRoHJIWmJQV9lDIkBabqNjqNKByiTpXJSISNASRv/+/cUmsW3bNsyePVvkRUgihcZDyxAUeWgsOJnRTMnKzMTva9YhLyMTj/cZDCcb/fu9M5pxPPIi+j0zE5aWFpg44G442NkJW2cyQ9r92Te4K6IjSuhL59mZYrLu16EzurRohYPnz+Jk1GU8N/FBfPH0C1Xn2/jvHpyKuoLH7hstlgnUEZMYj25PPozsvDyM6zcQvh4e+JMqGdLSsOGtDzBhwOCqY1ds+0MkzlOFA/Hox++K9w/09cXNpCRcXbdJx58SoxWsLIFu7QD7ujkP1hXu9aAamp6pUqI+raY5mZFpEKUlJdizfQdSEhNwX+fuLBKMjO6t2+G/b5aLUsetRw4Jj4TBXbrjzLK1QiRIOQs7Pl2MFydNRVxqMpZt3SKExfo3368mEog/Dv0rqhdoAq8NEhFHv12J8f0H4d9zp7F+zy60CwnDkW9XVBMJxJFL5zHl7tu13W89/ATcnZ1FbsTSF1/V6ufB6JDyCpnFcyPB163VoehDfUSCFMXQFhxRMEOOHTyEf7b/LRLLhoS00vdwGIYxdFoEA810twRBYXnyH3B0dBTGQmzOVX9oSqdcCarQoM+V+kY01GOBcxTMsCPk0YMH4enujr4Bt409GIZh1HL9Fnlz62wJgnJgAgICEBcXhxs3bujkPcwNR0dHUaapDSMmjiiY2ZLDpp/X41pUNCb17IfmbtV7ATAMw6jF3QXoqNsIJF0BK/sSMPUTXlITKW3AEQUz4tTRY7h2JRrdWrdhkcAwTN3IygUSUnW6BEETHG2MYcHJjGZCYly8yE3w9HBHH//GaU3KMIwJLkEUsRGTucFCwUxaRx/45x/k5+WhX4s2cLTmKgeGYepZBUEtqRmzgoWCGXDq2HFcuxKFVqFhaOXure/hMAxjzKRlysyYGLOBhYKJkxAXJ5YcXNxc0cs/BFYW/CNnGKaBXI2lOjx9j4JpJHjWMPEqhwO7/0FBXh46BIehqePtvuoMwzD1pqAIiE/W9yiYRoKFgglz4cxZxERfhZdvIP73fTdEJnESEsMwWsC1AnB7BYCsUylj2rBQMFFysrLEkoO9owN2/9sFf+4NQZsH7sLT37ojvYDrlBmGqQe2lkDr7UDnnoDLajLn1veImEaAhYIJQh5axw79h7SUVNjYB+OPbR2q9n3zSzj8x3bH97usUcytfhmG0YCyigpUBEQBPYYAfm8q7PkewEU9joxpDFgomCC3btzAuZOn4OXrjY1/dEVRUfVyyOISazz5fie0eagt9kWWo4KTkhiGUUNK+TXkt50Gy+ZTAat0pb10sfGSnkbGNBZs4WxilJWV4/V5XyD+2ll4+HTBtyvnoryidj04rE8Cvn3hBkK92F+BYRgZ2WXZKA9ZBM/mf2hw9L8A+jXCqBh9wBEFE+PIkSu4fqsY+eVe2Lyt2x1FAvH3oWYIm3AXXv3RGTnFnL/AMOZMUXkJUlx/gcvAIRqKBOINHY+K0ScsFEyIvLxC/PnnMdjY2qFZyN2IS+pTp9d/tLI1/Md1xdoDliglBzaGYcyG8soKJFsdh2XPMfDt/CksreryHbAfwB4djo7RJywUTIi9e88jOjoBISG+2L+/PSor6/7jzSuwxbQ3uqDTEy1x9HqZSIxkGMa0SS+PQ2Gbp+DXdzZsndLqeRbFJEfGlGChYCJkZOTi779PwcPDGZmZXrh4MahB57t03R29Hu2FSR80QXw2+y8wjCmSW5aH9CafwWvwODj7nW7g2Q4B2KGlkTGGBAsFE4omJCRkoFkzz3pHE1Tx265ABI7thQ9+dUB+SZlWzskwjH4pqShDsuNfcBowBF6t1mvxzBxVMEVYKJgAaWk52L37DLy9XZCa6olLlwK1en4SHQu+aYfg+zth83FqIMf5CwxjjFApdLLFOVR0nQC/7u/A0lrbycvHAPyl5XMy+oaFggmwZ885JCVloWlTDxw40I6qXnXyPunZ9hj3cjf0ero5zsVxdQTDGBMZZSnIa/E8/Po/BnvXBB2+03s6PDejD1goGDkpKVnYs+csfHxckZPjgsuXtRtNUMWJS17oOK03Hv3CCyl5nL/AMIZMflkhUr2XwPPu++DqT3kEuoaiCo3xPkxjwULBBKIJycnZaNLEHUeOtNJaboImrNwSCv+xPbHoL1sUlnH+AsMYEqUV5Ui2+wd2/YbDp93yRn73zxv5/RhdwkLBiElKyhRCwdfXDaWltjh9unmjj6GszApz/9cBLaZ0wM7zFWwHzTB6hkqaU3EFZZ2mwq/XfFjb5uthFJsBXNfD+zK6gIWCEbN37zmkpuaIaMLJk+EoKbHR21jiUxwx9JkeGPxyEKKSeTmCYfRBVlkGskNfh8+AaXDwuKbHkVDC81d6fH/GYIRCbm4uyo2gA2FmZiby8/WhqnXrm/DvvxdFbgItNxw71gqGwP4Tfmg1+S7M/d4NmYWc8MgwjUFheTFS3X+C26BhcA/eCcNgBXWM0PcgGH0LhQULFqBly5b46y/V5TB79uzBgAED8Pfff0NfpKWloW3btnjyySe1fu5Tp07h2DFK3LnN/Pnz8dhjj0HXHD0aJXIT/PzcRTlkdrYTDIlF61rAf1w3LP/HCiVGICYZxljbPyfbHIL1XffBp+MiWFga0tJfnrwNNWO23SMTEhKESKBt48aNsLe3F2tjZWVlKC4uRnh4OB544AFs2LABK1asQOfOncXr6Bja7+npKV7bGDz99NP45ptvsHr1akyfPr3avm3bttWY7CWeffZZMU51jB8/Hps2bcLRo0fRo0cP8dwjjzyCn376CWfOnEH79u2hC4qKSvD662uQmpqN0FA/LFs2BPHx3jBUwgJyseqNi+jT0gqWFrop3WQYcyOt4gbsI96Gs89FGC6B8lwFa30PhNGHUJBEgCr8/f2xa9cuREREwMrKSjxXWloKa2trIRRouYKu8JcsWQJdcO7cOWzduhW2trbi/TMyMrBw4UI8+OCD6Natm3h/EitPPPEEPvnkE3z22Wdo0qRJ1Vjj4+PRtGlTcWuhZmK7dOkSOnTogMGDB2PnztuhvuvXr6NNmzbo1asX9u3bp/b1DeHQoUv48ss/0KJFU2Rk+GDp0hEwBu7rF49vnr+JYE9uZ80w9SWnLAdlwV/DM3wTjIMtAEbrexBMA6iXzKMJnkTC0qVLMWnSJIwbNw43btwQV+Y2NjZichw7dixcXFwQHR2NkpIStG7dGiNHjsTPP/8sJmqKPOgKEgq0LEJjocmfxuPo6IgtW7bg119/rRIuY8aMgbOzs3h8+PBhhISEICYmBmFhYRg1alStk/wrr7yCiooKfPDBB9Wep9fOnTsXn376qRAhdJw2oc+OKh2sra1ga2ujl0qH+rL1gL/YFjx+Ga/cnwUXO/0lXzKMsVFcXops9z/g3fF/sLQypnJkylVgoWBWOQo00T/zzDOYOHEiZs6cCXd3dzEhklD4888/xePly5eLq2m6ivfx8RERBlq7X79+vQjT0+RtZ2enm/8RgClTpiAnJwevv/66GBMlMubl5YmNRE3Hjh2FgGnXrl2VUFDMqyDoOHWsXbtW5GXQ+1CEQpm3335bCAYSK/T+2uTSpVu4fDkO/v5eKCuzxPnzITA23l/WBgETumL9fxYoZTtohrmz7bLVSYDaP3f5yMhEArEVQLK+B8E01tIDXc3OmjVLTPazZ88WUQEK79OV9/79+9GvXz9YWlqKK+29e/eKsLx0VU6T9NWrVzF58mRxnK6h5QbKkyDhQssElENBUQRfX1+xzHDhwgUhWL7++mshfCiSQBEFipDQUkJKSor4vymTmJgollTo/37x4kUEBASofP+TJ0+ib9++4j7lRtx///0N/j/Rj+qbb7Zi374LiIgIwoULQfj9d9l7GCsR4ZlY+XokuoVwdIFhlEkvT4Btm4VwaXocxs0nAF7W9yCYxlh6oIn1+++/F4Khf//+ImFPygMgtm/fLvZlZWWJK3XKU1AkPT1dTHaNIRQoCZGiGBT6X7RoEebNmyfyFmhs3333XdWYFaHJf/fu3WLZQZVIIKExbdo0IUJo8lcnEoiuXbuKREeKTJA4InH1/vvvNyiSQt0hT526Jno6EGfOGM+ygzouXPVA90d644Fhsfh8dhyaunL+AsPkleWjKOAHeLdaC9NgJQsFcyuPpEn20KFDIqRPHgVUgihtBw4cEMcsXry42vO0EcoTJU3cFG2g5EKKRNQFKTGyoKBAbBI0KdMVPSUU+vn5iVwJEjXffvutWAqhSAPlU5w9e7ba+SgKQv8fiiooQ2Oj5EdamqBEzgkTJtzRQ2LYsGEiOkGihRImqQpCMfGxrpw+fR1ZWfnw9HRGdrYjrl/3g6mw/u8gBIzthY832qOg1NhCqwyjxfbPDtvg0H+ICYkE4jJlgul7EEw9afSaFWUxQMsAJBIaysMPP4xVq1aJ+0OHDkV29m2jD1omUaR79+7iljweKNdCQhI5lPiozIwZM0QUgcogmzdvDicnzXwL6Ljz588LYUHLHW5ubvX6/5WWluHAgYtwcXEQyzlnzoQ1al+HxqCiwhLzF0XgszWFWL7gAkZ0roSVpWn9HxlGXR5CmuVFuHR5E35ut2CaUL+J3voeBNOYQuHee+8VYXp10MRKmzKFhYXqB2NtrXJJoDbRQZvylT0lEFLFA51PHUVFRXBwcBDVDhKvvvoqduzYIfIJ/vvvP1GpIUHPXb58WSxf0D5K5KTliePHj4sIBi0vkOhRhPwjKJEzNDRUvA9FLHr27In6JjHevJmC4GBfUFYJCQVTJTXDAaNf7I6e7VOxbP5VRPhz/gJjumSWp8KyxYfwDZRdqJguv5AVG12K6XsgTGP5KNCVNVUWbN5MzT9uQ9UEo0ePFmWDqioHKLlQcUIl4UATOk3s9UUSC/U5h3IyI/kgUFUEiYQjR45UEy70USmXTFJyJ5WL3rp1q0bOAi150PKHcq5GfVi2bAf+/vsUIiKCERfnheXLh8JceGLcdbz/eBJ8nDh/gTEdCsoLke+7Bj4R5uRe+BuACfoeBFNH6h3XpdyCwMBAMaEqbnT1TJBhkfI+2pSvuumqviEiQfwnLC1rnIOu5mlSV7epm7yprJESIE+cOCHKORVR5asQGRkpBAFFDpT7YFDuRbNmzaCNvg7Hj1+Fj49s2eLixWCYEz9sCoP/mJ74ZrsNisrYDpoxbspE++e9sL1ruJmJBEkoMGYjFMjCmRITaaJU3OjKXCojVN4nbRR10DWScCDPA1oykDbyfCBUVTVIPPXUU+KWrKlrg5YvaNmhd+/eNUQE/f8JZQFRH86cuY60tGx4e1MDKFqGIFtU86K0zApPf9wRLae2w+6L5dzOmjFKUiujUdJxOvx6zYO1vWk1qtPcU6HhOWmMEeQoUKIgVTzQej1tqnjttdfEpu6q/dq1a40iFIKCgqrlGlCkQHG/KqREyNTU1FrfgyIOtHQyfPjwGvskodDQiAItqxw6dBl2duQyaSmWHXJyDKsBVGNyK9kZ987pibt7JGHJy9cR7sPLEYzhk12WiYqwL+ATuh3mTS4Aqvwape+BMLqOKFDmPq3XK26U2U8TsoeHrMZ/5cqVNY6hjZpDaeMq+07caTlDeT+NjaINVCFBHhGE1OhJFbS08NZbb4mqBuVGU9qMKFAC49WriWjSRPa5Xr5sftEEVfxzrAla3H8XXlzuiixuZ80YKEXlJUhxWwfXQUPhYfYiQYKXH4yNBteeJSUl4fnnnxcGQ1Q2SP0U1EGGRVIvBV1zp2ZMUg6ndEvHU9toMmOiZRWq6njnnXdUvpYSJ0kcxMbGCrtmLy+vGsfExcVpJaJA1Q65uYWiLJKIjFRv8mSOfP5TS/iP74ZVe7mdNWM4lFP7Z+vDsOw9Er6dvjCw9s/65g+aDfQ9CEbXSw80UVKpH/V0IPdBmijJw4C6M5JXgHLonFwRyc2QDI4oCZKsnXUNiRJCnQuktF+xtJKqHyjfYNCgQaIzpCrIOIrcGamMkrwRXnzxRZW5C1I1CFVS1Bf67I4ejYKTk50QMikpbsjIcK33+UyVgkIbzHinMz4MzsGK1y/hrnBZIzCG0QdpFbGwb/c2/HzP63soBkoWddUhxxt9D4TRVUSBygnJ3ZCuuMmdkcL1lG9AIoGgTpGKEzFVJNCXNuUy0OtIXNBEq2ukcahLZlQlFPr06SM6P6oSCVQK+vnnn6NVq1ZCJJA7IzXIUpyQqBEW9ZJwdXUVnw31eiBnyIYsO9y4kVJV7cDRhNqJuumKvk/0wrh3miI2U/bzZ5jGIrcsF+nNPob3oAlwZpFwB2pPFGeMPKJANsYUGaCW0bQpGyRJhkqKxkrUcpm2xoRyB2hSl8oyJajigp6Xqh5qM4BShJI3yZmRXCS/+uorPPvsszWOGThwoCgLpY0+G1XRhrpAXSLz8goRGuorHl+71rRB5zMXtuwLENubMy/jpQnczprRffvnLLet8On0MVyMrrOjvvhb3wNgGsNwyRyR8g5qawalLejH8t57G3DlShxatGiGkhJrfPzxBFRUaO5cyQDuLsX4fsF5jOtRAWu2g2a0CJXoplqdgVvnN2HvnKTv4RghVwC01PcgGA3gb846QAKhMUSC1CkyJiYZPj6ynIQbN3xZJNSDrFw7TJrfDV2faoFTNzmBitEO6eVJyGv5DPz6zWSRUG/UtwBgDAsWCgZKZGQccnIK4OYm80y4fr26oyVTN85FeaDrw70x9RMfJOVy/gJTP/LKCpDm+zW8Bo+Ca7Oj+h6OkdNwa3umcWChYKBcuHATNja3s/dZKGiHdduChR30/zbbcTtrRmNKyXbZYYes/XObH/U9HBNhL6WT63sQjAawUDBA8vOLRETBw8NZPM7NdUBqqru+h2Uy0BLOy1+2R9gDHbH1dCXKK6u3PmcYxTyEFFxCWZfJ8OvxOqxs2H5Ye5AD7nF9D4LRABYKBsj160nIzMyDuzsvO+iS5HQHjHy+OwY8H4pLibwcwVQnsywNOWGvwHfAw3Bwu6nv4ZgovPxgDLBQMFChUFpaLvo7mJZQeIsKbai3Zz1ee0P+2tq2R+THXgYQAaA9uSsoneeDGmc+dMYH7R68C7O+8UB6ASc8mjsF5UVI9VwBj7uHwz2IwuOM7uCERpN1ZmR0WxZ57twNODjcbnZ065Y3jJ9IAB8BuAvAjHq8npZeFqjZl0DdRQDI/CaAl6g/KH2aAMjL4k/58+QaekvtOyz5tTlWbA7BVy9dwIy7i2BnzVUm5tb+Od3+IDw7vwMfe2pexOgeWnqgXCGeigwZ/ukYGBkZubh5M7UqP6GgwA6ZmS4wbmjCnilPXPpWfvVfH6GwUM0+agtuD2CuwpfPd7TCTMbcCsctVjhGNSWlVpj1YUd89GMuVr5+CQPaWMKS7aBNntTKa3Ds8Bb8vKi2n2k8yPCOXCw763sgTC3w0oOBce1aErKz8+Hu7igex8fXbDhlfCwDcADA0wA6avncN+VLGbOpV6f8uQwAngDos0uXP0e3KQDaanbWBBcMnt0Tw14NwLU0zl8wVbLLspAZ+A58Bj4AJxYJeoLLTA0dFgoGBrWUpuUHyRrb+IVCMoBXAFCexbs6OP9C+TLDfKXnKXqhWM3wPRmQ1/nsu440RfjEuzBvhQuyizh/waTaP7tugMvAofAI+0vfwzFzjul7AMwdYKFgQJBAIP8EZ2cKo8NEhMILlD8OoKd8Un+V2mdp6dwUIVgtT2L0UXjeU/6eFEXwkq+BUtLU8Hq/06erW8F/XFf89K8lSrmdtdFCpbDJ1sdg2XMUfDv/D5ZWXBqrf1goGDqco2BAUElkSko2XF1lyw5EfDxNesYK5Qr8LL+/ReF5Smp8Up5H0JD1f4oSlMiXNBTpBuBDeW4E3f8dwLgGvheQX2iLh97sgg9Cs7FiwWX0as7trI2J9PJbsIt4D36+p/U9FKYaVKVEyaPGnotlunBEwYCIj09Hbm4BXFwcxOOMDGcUFt6OLhgf78sn65bybnGxALYD6AJgqTy5sL5QlGAJgLsB3O4OKuN/1NNPLiLo/ip51OEvubho2BJCZIwb7nq8Fya81xRxWZy/YOjkluUhveln8Bo8Hs4sEgwQiuqc0PcgmFpgoWBAxMWlo7y8EjY21iaw7FAiFwV0xb0JwFAAgQCGyZ+3lSc51pet9AkBeFzFPkpYvCjfcuSPKbIxSh7JeAzaYNOeAASN64X3Njgir4TtoA2NkvIyJDv9AacBQ+DVcr2+h8PUCic0GjIsFAwI6hZpaXk7lJ2cbMy2zWlysdBVRaWBr9wMKboB56cvfoq2jLzDcV/LlyY2AJgFYC2AX7TmMV9ZaYk3v2uLoImd8PtRqsXnNW+DsF22PIuKbuPh1+09WFpzEqrhc07fA2BqgYWCgVBeXo7o6AS4usqWHYi0NDcYL9J6Y3M1++kK/LapVN0okJsoDQEg85tQb8RESxChcqOlTnLhQs+lQptk5thj4ivd0HNOOM7c4olJX2SUJyO3xXPw7fc47F0T9T0cpk6GbIyhwkLBQEhOzhLJjIqJjGlprjBuoRCsxgmRTFauAWhXz3PT0kW+PEGxNr6V+ytAwf1Nyt/VzVLBqcue6Dy9Nx7+zBvJ3M660cin9s8+38Fz8Ei4+f+n7+EwdeaKPJ+JMURYKBgI8fEZyMsrqiqNLC+3RGZmbVfLxsBkAP/JJ3ZFXgeQB2BSPc+7Q347oJZjiuTrntIxbvJudZkKj3XH6j9D4D+2J774ww6F3M5at+2f7XfDrt8weLetTw8RxjCgKCE33jJUWCgYCAkJ6cJHwdLSsqrioaLC2H888+X5CZREOAHAc3I/hc/llq2UWEgsl4uHLA3P+w+ApvIlBXWsAzBF4XEneTnmK/LlEN2XYpWXW+GFz9uj+ZQO+PtsBbez1iL0t5KCKyjt9CD8er4Ka1uKUjHGDS8/GCrGPhOZDAkJGbC2vv3jSE015vwECQ/qzSgXDBflpYlSpcJOAFI+xk/yUkpNhAJddVwH0PsOxx1REgrUudJd3k2SSjMbj8RURwyf2wODXgzBlWRejmgoWWUZyA59Db4DpsHRI0bfw2G06qfAGCJsuGQgV0exsalwdLQzkfwEVc2c1DV0Qh2dGoM1XMv8XsXr9OsAd+CUL1pP9sXTD1zFOw+lwtNR1kac0YzC8mLkeq+HT8Q3sLDk9WzTg4WCocIRBQMgP78IGRl5JioUGGW+Xh+OZmO744dd1ihmO+g7QiWnyTYHYX3XCPh2+JpFgsnCSw+GCgsFAyAtLQcFBcXVhEJGBtuZmjLFJdaY+X4ntHmoLfZHlovaf6YmqRUxKG4/A353PQ8bezLPYkwXWhZkDBEWCgYiFAoLS+DgcNtXIDvbSa9jYhqHmHgXDHyqJ0a+7o+YdM5fkMgpy0ZGwEL4DJoEJ+9L+h4O0yhQkzf+GzBEWCgYAKmpsislqeKBSiPz8oy5xwNTV7YfaoawCXfh1R+dkVNcatbtn5NdfoPzwCHwbK7YSIwxfSiqFqfvQTAqYKFgIGZLiuTkUDUAdyU0Rz5a2Vq0s1530BKlZmQHLdo/W52AZc8x8OvyMbd/NltUGbQx+oarHgwAWcXD7WUH/7yb+Dl4BuIq/XGrPAAxJSG4WhiKq/mhKK2sr+0xYyzkFdhi6utd8EF4Fla8Fonuoabdzjq9PB62bd+DX5OT+h4Ko3c4omCIsFDQMxUVFUhLy4a9/W0BEJpzFfffXFXzWAsL5Dm5IcPBG2l2fki2aoIEi2a4VRGAG6VBiCkORnRBcyQXU9Mlxti5eNUdPR/thfuHxOKLOXHwdzMtkZhXlo/igO/h1YrMsRiG4P4chggLBT2Tm1uIwsJS2Nvfrql3zlVtPGRZWQnX/CyxheCq2nMW29gh29EL6Q4+SLHxQ5JlUxGdiC0P5OiEEfLrziD8tisAC2dfxtwxuXCyNe4/25KKMmQ674B3pw/gbMPJa4wiLBQMEeP+xjEBcnIKUFxcAnf3282gXPI0tTJWjV1pMXyzE8TWRs0xIjrh6IZMR2+k2foi2fp2dOJmWRCuFYVwdMKAoHbWC75ph8/XFGHZGxcwqksFrOTJr8YClYCmWV6AS9c34efKIWZGFSwUDBEWCnomJS4JhZEHEXXBAjYOTrBxdMTdsWRRrFtEdKIgS2zBtUQnSmzskOXoiQx7H6TY+iHRsiniQbkTgbheHIxrRWGIzgtBSSVXaTQG6dn2GPdSN3Rvl4Zlr0ajQ4BxuDtmlqfAsuVH8A04oO+hMAZNsr4HwKiAhYKesS/PRoBdNkqtKlBcmIySrFLYZRjO1ZatiE4kiq21mmMqIItOZDl4Ic2uZnTienEIovLDkFTcpJFHb7ocv+iNjtO88ejYGHz0eCJ8nA1zGSm/rBAFTX6CT7sf9D0UxiigDq+MocFCQc+UFBbCz88DQRERVc8Frk4FYoznD8YSt6MTQbim9rgSa1tkOXmJ6ESqjS+SrOS5ExWBuFESLHInovLCODpRB1ZsDsXqv4Lw2fMX8cTQAjhYWxtM++cMh/3w6v0unGzz9T0cxmhg901DxDC+VcyYwtzcGi2ObEpMM8HLtqxEo+hEvqMrMkVlB0Un/JBI0YnKANwslUUnogvCkFBEbaYZoqzMCnM/7YBPfizAijcu4J4IC1jqqZySGpyl4SqcOr4BP0/1opFhVJOr7wEwKmChoGcKsrNr1MjbFBfDXKHohEtBttjuFJ3IdvJEuohO+InoRHwlLXdQZYcsOhGdH4aiCqmVtekTn+KIoc/0wMDuyVj68jW09LVt9PbPCP8cPsE7GvV9GVOCIwqGCAsFAxAKVjbVE9LMWSjUJTrhk50kttY4rzY6UeDgggyq7LDzRYqUO1EZgNjSQHl0IhTxRf4wJfYd90OrSX6YOyUab01Pg4eDje7bP3v9Cp/2i7izI9NACsinE4CVvgfCKMBCQc8UFRTAyqr6H4W1iS496CM64VyYI7YgqK8kKbW2Qbajp/CdoOhEolVTJEDmO3GjJKgqOlFYcbuE1Rj4al0LfL8xBF/Pu4BpA0pgq/R71lDKySzM9gg8e7wFX4eGlfQyzG3yALjpexCMAiwU9ExJQQEsFRPQKitZKDQyNmWl8M5JFlsrXKg1OpHpeLuyI1GpssMQoxOFRTZ47N3O+DAoBytev4Q+Lay0kr+QVnET9hHvwM9HdTSHYRq2/MBCwZBgoaBnigsLYalwpWddWio8DhjDjU4EIkbtcaVWNiJ3IsNBobJD7juhmDvR2NGJq7Gu6D+zF+7rF49vnr+JYM/65S/klOWgLPgbeIdv1PoYGUYGJzQaGiwU9NznobSoqNrSg2U5rc8xxopN+e3oRMtajssX0QlyxfRBso0sOhFHlR1lgbhWFCoExa3CAK2Pb+sBf7G9/vhlzLs/Cy52muUvFJeXIsvtT/h0+hSWVmVaHxfD3IZztAwNFgp6pLS4GBXl5dWXHhizwKkwV2wBd4hO5Dh5yHwnyBWTmoDJcycoOiFstvPDkF/uXOf3X7isDRatL8HS185jQq9y2Kixgybb5VSr03Dv+gb8nFPq/D4Mwxg/PEPpkbKSEpSXl8PW1jBd9Rj9Rye8clLE1gIXNYhOeONWmTtiSz2QYOmPZKuWiLdohSv5zXEjPwCVqC4GcvJs8eBrXdG+RSZWLIhEt5Dq0YX08kTYtnkPfk2P6+z/yDCM4cNCQd8RhbKyajkKDNOQ6EQnNceUW1sjz8UDWY7eSLfzQ4pVE8RbNBPRieuFwZjzQigiejlg4VPpcHEsRbH/Cni1Xt3I/xOGYQwRFgp6jihQngILBUbXWJWVwS0zVWzBuKz6oG3A+cJhwOrraBoQ1dhDZBjGQDGuPrWmSGUl9GO2yzDVuTBkCDZ2aYk/f3fV91AYhjEgOKLAMGZOpYUF9g65F7/7uqI08QpKLQORmxsNFxfjaUzGMIzuYKHAMGZMmZUV1vbvhYOelnB2LkREu9Zw83BHVFQ+unbdqe/hMQxjALBQMMCrO4ZpDAosLfFJRDhSQ5zQqnUgmjRrAkt5meS1a13Qvv1+2NpyTTvT2HDOlqHBOQoGRhmXSjKNQJ69PdYOGAT74b3RrLkjmgU0qxIJRFmZHa5d66zXMTLmiou+B8AowULBwKi0tESZUjdJhtEmGS4u+OW++9Dj9dcwbc58ODg4Iz+/Zj7ClSu9UFHBES6mseFkWkODhYIBUspRBUZHJHp4YNO4ceg7bx46Dh4Mf/+WCAnpgIyMhBrHFhS44dattnoZJ2POcETB0GChoG9U5CSU2tnpZSiMaXPdzw9/P/AA7n3lFbTs0UM8Z2FhgfbtB4lfw5KSwhqviYzsrYeRMuYLfffxhZKhwUJBj1jZ2MDC0lKYLilSxkKB0TLnAwNxcPp0jJg3D0Ftq0cJQkM7okmTcKSnx9d4XXq6P1JTAxtxpIx5w9EEQ4SFgh6xsbMTnSOpMZQiHFFgtMnh8HBcfOwxjHrpJfiFhNTYb21tg44d7xYRhfLymp0hIyN7NdJIGYbzEwwRFgp6xMbWVtg3l5dV/3LmHAVGG1QC2NW+PRKffBIj586Fh5+f2mNbtOgOLy9/ZGYm1th361Yb5OZ66Hi0DENwRMEQYaGgR6zt7ESL6RoRBXt7vY2JMQ3KLS2xpUcPlM6ahftmz4azu3utxzs6uohchby8TFRWksRQxAJRUbKcBobRLRxRMERYKOgRWnag5QdloVDk5KS3MTHGT4mNDX7t2xeuc+bg3sceg52jo0ava926N1xcvJCdnVpjHxkwlZTwkhija5roewCMClgo6Bk7B4caSw8FLhx+Y+pHvoMD1g8ejJDnn8eAqVPF8pameHg0EWIhOzu5RlShrMwWV6920cGIGUYRf30PgFEBCwU9Y+vgUCOiUOjK4Tem7mS6uGDDiBHo+PLL6DlmjIhYaUJx2W2b5nbt+sHOzgkFBTk1jouK6omKCv7KYHQJCwVDhP/q9YydkxMqOKLAaMFIaaNkpHT33cIfQRMup15GxyUdkV6QLh43bRouN2CKV2nAFBvLBkyMLmGhYIiwUNAzDi4uNZYeOKLA1IXrvr7YPnky7p03r8pISRP+u/Uf+q7siyvpV/Ddie/EcyQwOnQgAyZLFBerMmDiUklGl7BQMERYKOgZF0/PGoZLhS4uorSNYTQxUjogGSm1a6fx6/648gfuWX0PMgozxONvjn+DkvIScZ8iCs2akQFTXI3XZWT4IyUlSIv/A4ZRhIWCIcJCwQAiCspB4gorKxRrmKnOmC+SkdLol15Ck9BQjV6Tl5+HRYcWYfyG8Sgsux0xSMpLwrrz66oMmDp0uBulpcVswMQ0MiwUDBEWCnrGUb7MoJxlXsDLD4wa6Ddld0QEEmfOlBkpNdGspCw1IxVjvhuDubvnoryyegIt8cWRL2oYMKlqFhUX15oNmBgd4AmAPWQMERYKBhBRINMl5TyF/DsY5DDma6T0R/fuKCYjpTlz7mikJHEz4SaGLhmKPfl71B5zLvkcdl/fLe5T62nKVcjPz6yxNEYGTFeu9GzQ/4NhaqJZVIxpfFgoGIBQINOlsuLbJWpEjrc3jJW9FL4GcEPNfnr+AwAzALwA4JAW3vMIgHkAHgXwDiX4Ke2/DCACQHsq81PaR2MxJiMll6efxpDHH9fYSOlc9Dncs+wenC49fcdjPz/8edX9Vq16w9XVGzk5qgyYOqOkxDyu/s6eBYYMASjIZ2MDNG8O/Pyz+uPT0gD6823ZElD6s9aYRx6RNZatbbsh/wN77TXA0xN4/fXq5zh2DPjnHxgRrfU9AEYN9H3O6HnpgUxxSouLYe/sXPV8tpEKhVgAk+nKV83+fQDGUO0+Jc3JJ/QvAXwI4JV6vudnAF6Wu8RTN4OVAD4F8CeAQfJjXpI3r6Ww/YvyfcQF6mUAw6fA3h6/DRiAFk8+iR6jR2vskbD/9H48uOVBJFrU7OGgir+v/i1KJtv4tIGHhx9at74Lx4//BTc332oll+XlMgOmtm3/gylz5gzQpw+VhgJUUEJiYe9eYMoUmWiYOLHma154gbpuAuvWAfXt7zZ6NBAQoHrf+vXUfwNwcwOOHwc++giYPh14/31g3Diga1fZcV98AXxKfwhGQxt9D4BRA0cU9AyJAxt7e5SWyDLOjTmicBFAP1oLV7OfLHymAmhJ69yUFCefpOlK/w0ANVfD78wxeSThcbqSk0cLDpM9NoCnFY47DmABXX3J70ssBvAMjMBIafhwYaTUa+xYjUQC5bz8fuB3jNs8TmORIF6Hymq5Cm3b9oO9PRkwZdc4lpYfystN+ytkzhzZ1fvu3cDRo8CuXcDOnbLn3nuv5vF03E8/yQQERSHqy/jxwMKFNbeZM2Ui4cknyUlTJhSo2OXHH+lnJXtMxMYClpbqxYZhwhEFQ8W0/8qNAPrSd/b0RGlRkVELBZr4+wBwAzBTzTGr5GKArvil/x1FAOZQIywAR+vxvh8BaCaf8G3kz1FO/ggAl2iSlT+XIU+V8gIgsxaS3abQZAjDJcnDA5vGjcNdr7yisZES5RQs2bYED+9+GJmW0iegOT+d+wlpBWlyA6bmCAnpiPT0mjKusNAVt25pXpJpbERGysL3NEHfffft5wcPBjp0AM6do8jK7efpT/ippwBq1UJX87qAxmJtLVtuIDIyZMsOhJeXLJJBfP018LSiUjYKOKJgqLBQMAC8AwNRUljd3KbMzs6oHBrT5JPzAZpc1BzzAICD8giCIiQSiPq0wvoEwFZyuFRxTppSFVfx6TtdMS3vewBPwHCJ8fXFtsmTcc+8eWjVU7PkwbKyMrz3y3t47thzyLfMr9f7FpUV4dvj31YzYLK0VG3AdPmy6ZZKtm4N5OXJogrKUABQObDz7ruUuwG89ZZuruQpJ2HVKpkAUCx0kcSKlHNKyySUV9G7N4xsFTxc34Ng1MBCwQDwbNIElTUyy4FsHx8YC5QkuE4eUVCHrzzqoAhNPUuoIRGA+nyv0VdLB6XnrgDYRld+CgKCLrro2jpdHlWgGhPK7x8Ow+RCYCD+raORUlFxEZ5b9Rzei3wPJZbVl7LqCgkFqQdEcHB7+Pu3VGnAlJnZDMnJwTBVKMeAchGUJ+zLl4Fu3W6LhUuXgP/9TxZNIM3//PPAokX0+WhvLF9SMg+A5567/RxFE6T3oGgCRRVWrwYeeghGRpg8i4gxRFgoGAAu8mUGZS+FHPqrNxI0S627TTSA/8kFxjUAq+XJiA2BohUUkSUTY/pEf1DY102eMPmR/P7vAMbJow6GxpHwcJybMaNORko5eTl4+PuH8W3ctyi3UJdKqjnJ+clYe36tggHTYJSWFqGsTIr/mK8B08cfy24pT0Bi3jygtBTIz5dFFGhSnzsXaN/+dt5AQ6DzUjSBcheaKoTsSKyQaKEqiStXZImMv/0GTJoEI4PzEwwZFgoGgJuPjyiRVM5TyPala3DTZLO8UoFEAk0zmncoUM+H8o2SJscDUIz+kiih6+MS+X3Kl3gEwF/yJYia05+ejJTatUPCzJkY/dxzdTJSGr9kPH7J+AWVFtoz/1ZMagwP7wZv70BkZtZMjIyPb4WcHPlCuYlz4gTwww+yBELpqv30aWDr1tuCITpaNmm/8QaQlCSb3Gk5oCFQlCA7u2beAVVivPwysGULMH++LGdh4EDZ7eefy5YgjAPlBUnGkGChYAC4enuLmvgipW+TdH/TtTMlkUBTzrtyHwXKFWvgd6nIVaDKiykAvqIrPoV9beX7LsqFBD2mUvhR8uMeg4EYKc2ejRGzZ8OZUto1NFIatmQY/snXfsH8hZQL2HltZ5UBU/v25m3ARDr+4Ydl95cvv73s8Mcfslu6iqdoQ3i4zEOBchaeeYacLIG//27Ye3//PflaAH371txH70nLDx98ACxdKosu9OoFvPgiQKktFHEwfLRxqcDoChYKBuKl4OjmhhIloZDl54cySnE2UZrIyyLfkPsZ/KaFc5IAWCsXHhQ1uKnimK/lpZMbAMySH/9LLd4PjWGk9JuCkZI9LXRrwPno87hn+T04VXpKZ2NTNGBq3ZoMmHxUGjBdv94ZxcWmbcBEeQeUi/D227IJWCJe3pFbVV6AVC1BUYb6QtEJ8nNQ5dmgSFSUrGSSciiohDImRiZaNm6EEWD6QtOYYaFgAFBmuXdQEIqVhEKlpSUyFBckTQBVgXEpoTBKi+ccJn9e+fs5Qb4EESr3cOgEoKv8OXX+D7o2UtoweDCCnnsOA6ZOFeZbmhopDVs3DFcrrup0fDuu7cDFFIrDAO7uvmjT5i5kZSXXyKcpL7fB1atypx8TZO1aYMkS4N57b5cmSkjFSeTYqIzkzK7hj1UlG0jRApgwofbjKHny2WdlIoFWLUNCZDkS9NiwCZRfNjCGCgsFA8E7IADllA2lRIYJLT88Ir/iV57Y0+tZHkkRgFZqfBvUnZOK/mbL79N3OMVrpJhNzT6JuiXT2VkYKbV/6aV6GSkl1Muiqu4oGzA5OLggP7+mAVNUlGkaMB0+DDz+OBAYKHNbJCMjRWgyJlRNyOfPy27r0AG8Br/+SpUnQOfO6o/JygJu3gQ6dpSJEykQSbdKbWQMEF52MHRM76/aSKHENZoElK/UTClPoZvcjZHyEiToO0wKbg+t4/loWm0vX2KQtTKSkSJ/jopLuyg8XyQ3dRogf0ylnDTdSRVstZV26tJIqdM99zSKkVJ9oeqHlHz6VKl+PwyhoZ1UdpUsLHRBbKxpJaXR+v5998nub9ok6+GgDO2n1SKyUFbMR6YlAKp+8PMD+vev3/snJAAXLgADpF9aNVDOxGPyRBuydqbER4JyF+ixYcNCwdAx3QVwI8PL31+sTRfl58NBoedDmgkJBbryXwPgbQD/yCdxKmk8SbXhSpM6LavSyjt999VWIPipvAnVMHm5o6+8jwMtI2xQMmJaJ090lKBlh+/klQ8UNXZpRCOlvePG4e6nn0ZwRITGRkof/PYB3r/8foM9EuprwPT2wLeFoGnffiCio4+huLgAdnaONUolQ0PPwVQgsyWabLt3lwkF2hShyZkqWMlDYfZsWXRh6FAgJwfYvBnIzZU1kLKXp29Q3gBN6l26yKoh7oTU1Omuu9QfQ7mlVHVB9tFEp06y96ecCepL8QA5nRk0nJ9g6LBQMBA8mjaFk5sbCnNyqgmFfA8PFDk6wr6h9VUGAC3T7gDwnoIQoKWI9fJGUopQIvmPAO65g1AIlUcJaNl4vzxC0UN+fopgKHeYJKtnibcA3C/PjaAIRGNwMSAAJyZPxog5czT2SCAjpZfXvIzvbn2Hckv9pFx+d+I7zO87H/bW9ggJaY9mzVogMfGauFUkM7OpMGDy81OVRmp8HCQlS/1Bjqv2Q7jnHplQIOtmylGgksRffpGVQ5KzI3V0HDv29vG0PECRB6qe0EQo7NlzZ6Fw8qTsXNKSSFCQrBLiww+BMWOAycp/XAaFlYq/VMbQsKhUjnUzemPLl18i6uhR+FMdlAL9f/4ZAZTSzBg1R5s3x7WpUzF81iyNPRLISGnmypn4JV27Hgn14YdRP+DxLtR+i8Lh+/HXX4vRrFkrYcikiL//FQwYQPKPYe4E+aoajdmD2cI5CgZE0+bNUabURZJI1vDKkzFMJCOl+CefrJORUlpGmjBS2pCxQe8ioW4GTC3NxoCJaSgK3bYYg4WFgoHlKVhYWqJcKU05KYx80BljhIyU/uzWDcWzZtXJSCk2MRZDlwzViZFSfbmUegl/X5U5B1Hr6YiIgcjPz1JjwGRets5MfblX3wNgNICFggHhFRAABxcXFFLLOiUr5wKFvAXGOBBGSn36wImMlJ54QmMjpQtXL+CeZbo1UtKeAZO3GgOmTigudmjk0THGl7VUz3IQplFhoWBgVs4uXl4ioVGZZI4qGBXCSGnQIATOnYuB06ZpbKT079l/MXTtUERXNMDKT4fsur5LWDvfNmDqY5YGTIw26F3P5vJMY8NCwYCwtLREUNu2KoUCLz8YD1mSkdLLL6P3+PEaGyltPLARYzeObTQjJW1EFdq27avWgOnKlR4oL69rX1HGfKCaJsYYYKFgYDRr2VJMGsrrviwUjAMyUvp9zBj0njevTkZKS7cvxUO7H2pUI6X6su78OiTnJVczYMrMrCluiorIgKkBloSMicP5CcYCCwUDo0lYmGgSVaAUVSh0cUGWD3kNMoYKGSltnzQJ98yfj9bUvk9DI6X3f30fc4/ORb5lPoyB4vJifHP8G3FfMmCysLAUBkzKXL5M4WWGUcad/RPMRSjk5uaivFxfPfc0JzMzE/n5xvElTKVznv7+yCc7OCU4qmC4kJHSgenTMXzePI3dFslI6YUfX8A7l99pdLdFbRgwkWMjQQZMAQGtkZ4eV+O4rKwmSEoK0cMIGcNmsNxsqeHwPGTgQmHBggVo2bIl/vqLTHBrsmfPHgwYMAB/N7QZewNIS0tD27Zt8eSTT2r93KdOncKxY8eqPTd//nw8Jpmu1wO6Qgvt2BFFSpUPRJySERNjOEZKZx99FCNffFFEhDQhNy8XM36Yga9vfY1yC8P/klMmrSANq8+uFvetrKzRocMglJWVik2ZyEiOKjDKjNbamXgeOqX1eUhrFs4JCQlYsWKF+AFFREQgKSlJrK1TKLW4uBjh4eH4/vvv8e+//+KRRx7BGWqoLk/aov2enp7itbrG29sbEyZMwDfffIOhQ4di+vTp1fZv27atxocs8eyzz4pxqmPhwoXYtGkTjh49ih49ZI1N6HP46aef8Nxzz6G91FauHsZLlNhYVloKa5vbrnepwcEocnCAfWFhvc7LaBfK89/Trh2yHnoIo594QmOPBDJSenDFg9idv5ssB4yWL498iSe6PCHErcyAKUA0i/L1Da52XEJCC2Rne8HNTerpyZg3NO2M0sqZtDUPUUQiOrphlUYeHh7wow5gJjIPacXC+YEHHsAGqVG6Ev7+/ti1a5f4wUkZ36U06Vlbix8Q/VBIWS2hBu8NQEr4o0lVkXPnzmHr1q2wtbUV75+RkSE+zAcffBDdunUT70+/JE888QQ++eQTfPbZZ2jSpEnVWOPj49G0aVNxqy4Z7dKlS+jQoQMGDx6MnTt3Vj1//fp1tGnTBr169cK+ffs0SmZTJi8rC6vmzYOVjQ3clPISem7ZgubyX3ZGv0ZKW7t0gdUjj+DuRx7R2COBjJTGrxyPk6XUCsv42TplK0a0GCHuHzv2J3bvXomgoIgaf5Ph4SfQo8dWPY2SMSwGkcTWypm0NQ+lp6eLybwhzJkzB19//bXJzEMNjijQB0s/nKVLl2LSpEkYN24cbty4IRSRjY2NGNTYsWPh4uIiVFpJSQlat26NkSNH4ueffxYfECk+Rdq1a4fU1FTxQ1T+klGGfti01kMbKSl6L0XoB0ThKBoLfeg0HkdHR2zZsgW/UnN3+TnGjBkDZ7mR0eHDhxESEoKYmBiEhYVh1KhRtX64r7zyihAqH3zwQbXn6bVz587Fp59+Kn74dFxdcXZ3FyHsmHPnagiFuNatWSgYgJHS5l694PXoo+g/ZYrGHglkpDT+5/EG65FQX1tnSSi0atULx4//hezsFHh4VLepjonpiA4d9sDenqNhDPV5bTjanIfs5e09H374YaxadbtFHEUrHnvsMVy+fFm8duLEiThx4oR4Hwm6HxoaKgSBKc1DDcpRoA/4mWeeER/YzJkz4e7uLgZCH9aff/4pHi9fvlyoGFJPPj4+QtnRmsn69etFeIQ+NDs7xQbAEMqqsLBQbEVFRbVu9MMlQUHnUPUhTpkyBTk5OXj99dfFmEhQ5OXliY1+mTp27Ch+cUicSD8gxfUsgo5Tx9q1a8V6GL0PKUNl3n77bfGDol8Sev/6ENKhA0qLimoY2SQ2b44Spc+OaVwjpfWDBiGAjJSmTzcZI6X6svv6bpxPPi/uu7n5CAMmEgqqDZg4y52h7+sJDT6Ltuch5UlecV5SFBK1QYLA1OahekUUSIHt3btXJGXcc889Yr2FPmCarKdNmyYm8GXLlon/NIWE6IdAjwknJycRmiFVp4qrV69CW1BEgt7niy++wMqVK0V4hn7QpN4oPEPhHVKANG7lX4AdO3bAzc1NhHJUkZiYKNaMXF1d8dFHH6k8hlTjL7/8gr59+wqlu3r1atx/PzU01pyANm1g7+wskhrJ1lmiwtoa8S1bIvS87MuZaVwjpU333otOs2Zp7JFAE+bmQ5vx+K7HkWGZAVPk8yOfY+WYlVUGTOfO7RE9IJydq+dsREX1QJs2/8HKyviSNxlt0YfcYhp0Bl3MQ+pM0ahSgfDy8sKdUBYbpjAP1Uso0IdJiSH0g+rfv79IDJHWX4jt27eLfVlZ9CXhLNaHFKF1IPri7NevH3QNJX+QeqSQy6JFizBv3jyxXkRj++6771T+YtAv2O7du0W4R5XCpB8w/SLSWhN96AEBAWrfv2vXrmJZhBTh5MmThYJ9//33a0RS1OETFATvgACkx8dXEwpEbNu2LBQamWQPD/w1YgT6PP20xh4JFBL84e8f8OLRF43GI6G+Bkwf3v0hmjg3gZ9fKMLCOuHSpUM1hEJRkTNu3oxAWBi3FTZfJjX4DLqYh9Qtd9+8eVNMxrR8ocm4TG0ealB5JP3nDh06JEIppLio9EPaDhw4II5ZvHhxtedpI+o6wPpAH8bJkydFIgdlodIPmX6Zvv32WxGCokxYWsc6e7b6FxapVPr/kPpS9aVPSScUEiKVShmsd6rdHTZsmFCO9MtCiSqUfaqYcHKnzzi8WzcU5ubW2JcYHs7LD43IDR8fbKuHkdIHv32AZ48+a9IigSgpL8E3x24bMFFXSSqZVGXAxKWS5gxNNxO1drbGmIf+++8/dOrUyWznoQaXR9aXmi1ptQ+Vn2Rn3/aenz17drX93bt3F7dUW0trXBLSLxeFbJSZMWOGUG9UftK8eXMRwtIEOu78+fPiB3rhwgURTtIU6vtg5+CAovz8aln1tPxwMyICLU6aRua8IXMpIAAnJk3C8DlzNPZIICOleWvm4dtb36Lc0jzC7EtOLsFr/V6Dg40DgoMj4O/fCvHxUfD3r14CnZXlh6SkUDRpEqO3sTL6YigVf8MQ0GQeou9r2hYuXGjW81CDhMK9994rwiPqoP8QbcpQsqKuocQNSiyhhEd1UFKkg4ODyDKVePXVV8XaEK3jkJKkLFcJeo4yXylsRPsogYbCQsePHxfKkcI6tOakCGXMUgINrUPR+5BS7Nmzp8b/j6bh4fDy90dWSkqN8rvrnTuzUNAxx5o3x9WpUzHyqafg2bSpxkZKM1fNxIa0Dai0qFflsVEiGTA92e1JuQHTYMTGXhAGTNbWNjWiCiwUzJFHtX5GXc5Db775pli6ePTRR+t1sWsq81CDhAIppVatWmHz5s3VnqcsztGjR4tyDVUZm5SNqmvqkgOh+AOiHxhl01I2KhliHDlypGoNiUpq7rvvPhFapf8fbcSsWbPED+h///tfjbUiyrqVnqNQF4WA6oKVtTVa9uyJfWvX1tiXTgLC1xfuKSl1OidTByOl6dMxeubMOhkpTVk5Bbvydhm1kVJ9+fLol5jZdab4G2nRoht8fILVGDCFIzvbG25usjAwYw54a9WNUdfzEH1309o+JQo2VbhIoO/xW7du4d133xUJjiQ47r77bpOehxpk4UzJGIGBgULtKG6kWgj6cJX30aasdnQFqSj6MNVtygkuElROQoknVCtLZTSKqMpyj4yMFGtPpNiU/cepDKZZs4Zl+AZFRMBWvvygzLV6rp0x6qmwtMSflBvy1FO47+mnNRYJZKQ0fOlwmUgwUyLTIrEtepu4b2fnKGydCwqyVVyBWSAyUrNcD8ZUmEZ1AVo/qy7moR9++AFPPfWUqBZ4/vnnq+2j0D1FCN566y08/fTT+Oqrr4Qjo6nPQ5YNsc4kdUIDVNzIKEIq31DeJ20NtcrUBKmmlWpNKVQjbVRrW1vdLEG/JMTGjRtrfQ8KG5GK6927d40fHv3/CeUfXH3snKkCIitZ1tZXkRsdOwqHQEY7lFpb47c+feA0Zw6GzpypsdvixWsXce+ye3Gi5ATMHSqVlCADJvJWIF8FZciAqaio5hosY6por++Aruch+s7u0qWLMEZSnifGjx9fLXmS1vvNYR6yrm+4hz4sWiehTRWvvfaa2NSppWvXrkGXSD+goKCgams8pNAU96tCSkAhp8jaIKVHoafhw4fX2Cf9gBqq5Gj5oV2/fti5bJko6VH8RSh2dER8q1YIuny5Qe/ByIyUfu/XD2EzZ6LXuHFq66qVOXjuICZvmowEJOh8jMbAnpg9OJt0Fh2bdISrq7fwVThyZBPc3f2q/e5WVFgjOrob2rf/V6/jZRoDStrTrKOqIcxDI0aMEN/p6nxSbG1tq03wkteCKc9D9bocpYxJmrQUN8qopA9CCsOQwYTyMbR17ty5mrqhWlByv6pPNYTU2IPqYmlTpLYfgKr9dC5SeZSZSrW5hNRgQxUU0qHwE2WTKjf40KaSI8I6dxYh8NyMmoY9lNTINNxIacOwYYh4+WXcNWGCRiJBGCkd3Iwxv49hkVBLVKFNm75wcHAVBkzKREd3R3m5dloNM+aVxKjteUiZhvZGMLV5qMHlkdSl6uOPPxa1oZSBSkYY0n9QlVEEhYTI21pCE8crTSCbSsUyljv9oCWLWemWjqd2nVKDEfq/vPPOOypfS3Wr9EOJjY0VXtqq/g9xcXFaUXIEZdyTpfPlQ4fgqvReZOmc7+oKp5ycBr+POZLs7o6t992Hu+bMQevemtX40+/Msr+X4fkjz5u8R0J9WH9hPT66+yM0dWkKP78QNG/eBRcvHlBpwHTjRns0b869S0wXWr57UOfv0tB5SPIiuHLlSp2bFabLL1JVXeyayjxk3RALTSkzlAZIjTSoK5bymg19eORGRZEDMpag5BNFW0oynaAsT7qK0zTcqzwWsslUbsNJvwy1ZZ5K+xXNKsg7nNZ5Bg0aJDpyqYLWpcgVi8pXKLHlxRdfVLlmJGXhUoMPbdCqVy8hFMpKSmCtEPaqtLREVI8e6FxLiRCjmhu+vtg7bhwGz5mDEA1bsZKR0kcbP8LCiwtRbCnzgWdqGjB9fexrvH/3+3IDpgGIjDyMoqJ82Ns71SiVZKFgylBpYt1q9vUxD0nzAFUY0Fbf8ShjKvNQnYUCtdGk+lJal6FsUwqTUC2n5FUteWhLHwBZY9KXBa0hUbiHfqj0H5TQVWKjNA5KIqHEFMXaVvqFUfUD6tOnj9hUQc09yC+c7C/pl41cscj4QlExUgMSctOiX0I6P2XNqutPXlcookCRBUpq9A4MrLbvateuiPj3X9io6aPB1OSSvz+OT55cZyOlV9a+gm9ivzEbI6X6svTkUizovwCONo6i7XRAQGvEx19Bs2bVDZiys32RmBiGpk2v622sjK6gle3ndHJmbc9D0vHK3SM14Ya8e6TUQMoU56E6CwWyjyRFRvWctClHASQjC0VDCwqL0NaY0JoN1ddK5TCKwoSel5JRNDWAoqQZ+oHQLwOVxFBDDmUGDhwoynFoo89GlcqrL+TQ2KZPH/y7fj28AgKq/WKU2tvjeqdOaHXsmNbez5Q5FhaG6KlTMWrWrDoZKT3141P4OfVnszJSqi/phen48cyPmNV9lviOIAOmmzfJgKkE1ta2NaIKLBRMEarxb66TM2t7HlI1ydeVoqIik52HLCqV+8EyapHWe2prwqFLEq9dw/p33oGzlxeclCw4nTIzMWrxYljyj1Mt9MnsbdsWmQ89hCFPPAEXpeUqdaRnpmPKiinYmVc3f3Rzp6VXS0TOiRSitri4EGvWvI7c3HT4+tYMg44Y8S3c3WvP7maMDapo0X0DQG1AV/Q0eVOCpKLBkiESp4d5iIvw6wD9YPQlEggKkQe1a4fMhJpZ9vkeHohTUKyMCiOlrl1RMGuWMFLSVCQII6Ulw1kk1IOo9Cj8FfWXuG9n5yCiCgUFOSqTvq5cYQMm0yuJNA6RQFBEgq74DV0k6GseYqFgRNCVWftBg8SVcYmKMFekhp0NzdFI6de77oJjPY2Ujpcc1/kYzcWAifwUsrNrmofFxHRAYaFmPxfGGKjuaMgYNywUjIzQTp3QNCwM6fHxNfalBQUhTQu+DaZEob091g8ejIC5czHooYdgU4sTmrKR0tA1QxFVEaXzMZoy+27sw+nE0+K+q6uXMGDKzk6tKgdTNGC6erWbnkbJaBdKtr5f34NgtAgLBSODJroOd9+N4oIClJeV1dh/qW9fvYzLUI2U1pOR0osv1stIKR41xRjTUAOmPnB0dENeXk03u6io7igra7C1C6N3KHmOf46mBAsFI6Rljx7watoUmUlJNfZRnkKGEayzNYaR0sbRo9Hr5ZfRecgQjZzWJCOlabumIcOypgsmUz82XNiAhFxZXg11kgwP74LMTJljnCLFxU7CgIkxZiiiKetRwJgOLBSMEEdXV0QMHIi89PQaIVzi3MCBMGdu+Phg2+TJGDx/PtrcdZfGRkof/PoBnjnyDLstapnSilIsPrpY3CfB1q7dAFhb2wgDJmWoVJIxZqivgp2+B8FoGRYKRgp5KlCZZE5aWo19CS1bmm2uAhkp7Z8+HcNeflljt8XikmK89NNLeOvSW+y2qEMDpvwSmTAICmqHgIA2SE+XlXkpkpPjg4QE3dTeM7omCMDj+h4EowNYKBgpZBREts5ZiYkqowrnzTCqcDwsDKdnzMDIF18U7bk1NVJ67IfHsOjmIpRbsNuirsgsysSqMzLHO5kB0yBUVJShtLSmmyhHFYyV16m3or4HwegAFgpGTMfBg+Hg5qayq2RieDhSlKyeTRkyUoqdOROjn38eXho2QCEjpfuX3o+1aWvZbbER+OroV6iolHkoNG/eFd7eQcjIqOkJkpTUHFlZvnoYIVN/wuR9HRhThIWCEeMXGoo2vXsjIz5edVRh0CCYi5FS/lNPYcScORobKcUlxQkjpR15O3Q+RkZGdEY0/rzyZ5UBU8eOd6OwULUBU2Qke4IYF29wpYMJw0LBiKHEsE5DhsDJ3V1lrkJyaCiStNS90lCNlH7r3RsOciMlB2dnjV536fol3PPDPWykZCAGTFlZNQ2YqPqBDZiMBWr0NV3fg2B0CAsFI8cvJARt+/ZFpppchVNDh6JCg9JAYzVSaiYZKdlplml96PwhDPlpCK5UXNH5GJma/HvzX5xMOCnuu7h4om3bfsjJUW3AFB1NNsCM4fMZZZ7oexCMDmGhYAJ0uvdeOHt4ICe1ZlOdrCZNcL1zZ5gS2U5Owkip3QsvoM/EiRobKf1x6A82UjKwqELbtuoNmKKju7EBk8EzDMBIfQ+C0TEsFEwAn8BAtOvXTxgwqYoqnB08GCUaXnEbOinu7vh9zBhhpNRl6FCNjZSW71iOqTunIt0ivVHGyajn14u/Ii5HVhrp4xOE8PCuyMysmdTIBkyGTWUlibgv9D0MphFgoWBCUQVK5MtOSamxr9jJCRcGDICxc9PHB3/dfz8GvfJKnYyUPvztQzx9+GnkWebpfIxM3Q2YIiLIgMlWrQETd043TCws5gDgjrXmAAsFE8HL3x/tBw9GVlISKspr+gFc6dED2V5eMGYjpX3Tp2P4K68gtEMHjY2UXv7pZbx58U02UjIwvj/1fZUBU2Bg21oNmBITw/UwQqY2Kiu9Abyt72EwjQQLBROi67Bh8A4MROqtWzX2VVpZ4fTQoTAXI6W8/DxhpPTVza/YSMkAySrKworTKxQMmAajvFydAROXShoaFhbvAXDX9zCYRoKFgglBSw89Ro9GcX4+SoqKauxPaNEC8S1awNiMlG4+8UTdjZSWsJGSMRkwUZ4CNYzKyIhXacCUmckGTIZCZSVF9J7Q9zCYRoSFgolBSY1B7dohJSZG5f4Tw4ej1MYGxmSkdN/TT9fJSGnEkhH4O+9vnY+RaRjXMq9hS+QWcd/W1l4YMBUV5aKiQsXS2RWOKhgClZWWsLD4gcshzQwWCiYG+Qn0HDMGltbWyM/OrrE/38MD5wYPhjEYKdnPnl0vI6VjJcd0PkZGNwZMbm7qDJg6oLBQs98DRndYWMwF0EPfw2AaGRYKJkhYp05o3bs3Um/eVFkueaVnT6QFBMAQKbSzw4ZBg4SR0uCHH9bYSOm/8/9h6E9D2UjJyDgYexDH42UOmc7OHmjXrj9yctJUGDBZCV8FRn9UVIQCWKjvYTB6gIWCCUIlZxRVcPHyEt4KKg7AkdGjUa6BUVFjGyltGDYMbV98sc5GSqN/H4041MyaZ4zPgMnJiQyYajY6I6dGNmDSH5aWywA46nsYjB5goWDCJkxkSERujWUlNTPJc3x8cLFfPxiSkdJvY8ag57x5dTJSWrlzJRspGTm/XfoNt7JllTre3oEID++GzMyaAre42BExMZqVxjLapaLiUQCGvWTJ6A4WCiZM1+HDEdS2LZKuXVO5/yL1iPDzgyEYKW2dOBGD62ik9NHvH2H2f7PZSMnIKasow6Kji5QMmGxQVFTz53rlChswNTbl5X6wtLwd9WHMDxYKJoy9kxP6TJoEazs7ld0lyVvh6OjRem0addnfH3unTsXQehgpvXHhDTZSMhF+OPUD8kryqgyYaFNtwOSNhATjKvE1dqyslgJw0/cwGD3CQsHECWnfHp3uuQcZ8fEoLyursT+jWTO92TsfDw3FqRkzMOqll9AsPFxjI6XHlz3ORkomRnZxNpafWi7uW1payg2YylFaWlMIsgFT41FR8QiAMfoeBqNnWCiYSWJjs5YtkXz9uspjLvTvj+Tg4EYd1742bXBj5kyMeu45YT9dFyOlNSlr2EjJxA2YmjfvAl/fEGRk1GwWlZwchsxM/S+ZmTqlpWGwtPxG38NgDAAWCmaAk5sb+tx/v7ifl5mpsgriv/HjUezg0ChGSn916YK8WbMw8umn4aph/4n4pHjct/Q+mZGS/lZKGB0SkxWDTZc3KRkw5ak0YOKogm6pqLCBjc1GrnJgBCwUzITwrl3RfuBApMbGipCuMoWuriJfQddGSr/37g27OXPqZKR0OeayMFI6WnxUp+NjDM2AqadaA6abN9ujoIANmHRFRcWHADrqexiMgcBCwYyWIHpPmIAmYWFIVlMFEde6NaK6ddOdkdLAgWhaRyOlw+cPY8jqIYisiNTJuBjD4r9b/+Fo3NEqA6aIiNoMmLrraZSmTWEhVZ28qO9hMAYECwUzgsL8A6ZMgaWVFbJTU1Uec2roUGT5+mrfSGnoULSpg5ES8dfhvzDq91FspGTGUYU2bciAyR25uaoMmLqhrMzw+5YYEyUlnnBw+E3fw2AMDBYKZkbzLl3Q7b77kJmYqLLDZIW1NQ5NmIAyLTWOkoyUetTVSGnHSjz494NspGSG/H7pd8Rmx4r7Pj6BaNGiOzIzE2scV1LCBkzapKLCEpaW68j2St9DYQwMFgpmWgVBOQuJ0dEqe0Fk+/riyJiGl0TFenvLjJTmzUPbPn00EgmUP/Hx7x9j1n+z2EjJTCmvLK8yYCJo+cHGxg6FhTV/HyIj2YBJWxQVLYC19VB9D4MxQFgomCF2Dg4YNH063Hx9kXLzpspjYtu1E86NDTFS2jNtmsxIqWPHOhkpvX7hdTZSMnOWnVqG3OJccT8goA2CglQbMOXmeiEhoaUeRmhaZGcPg6Pju/oeBmOgsFAwU3yCgtD/gQdQWlSE/KwslcecHTwY8S3q7oJ3IjQUJx95pM5GSk8sewJf3viSjZQYmQHT6eoGTJWVFSoNmC5f5lLJhpCTEwJXVyqFZBjVsFAwY9r264eOgweLqEJZaalaf4VsDb0OJCOlmJkzMfr55zU2UsrIysCkpZPwU8pPbKTEVEHLD+VyD4WwsM7w8wtBenp8jeNSUkKRkdFEDyM0fgoLnWBr+zcsLHTvocIYLywUzBi6Uus7eTKCIyIQHxmpMl+h1N4e/z7wAEruUM5IRkpbu3RB7lNP1dlIacSSEdieu920jJSo+eFqAB8AoIjuVwDOqzguCsD3AN4H8DV1PWrg+5Kx4X80ywJYCGAVAOUCF4ro08X6FwBkTRtvQ69VoRn1ZsAUeduAqUOHu1FcnK/SB4QNmOpOebklCgpWwN6+lb6Hwhg4LBTMHHJtvPexx+DZtKnaLpO53t4isqCueZRkpGQ7ezaGPflknYyU7l12r+kZKSXKJ2JyzPahhhsAaHXnd2rZqXAc3V8n39eF6lcBrCc3oQa893YAO6mTDwCyGciTi4UChWP+lT/vDuBPhefzKTkFgAFVHH5++HapZMuWPeHuTgZMNVtQ37wZgYICl0YenXGTkvIivLwm6XsYjBHAQoGBX0gIBj30ECwsLZGZVPNLmEho2RJn7rlHvZHSs8/W2Uhp6OqhuFx+GSbHNvntQwCekN9OV5ikCapM3QqAIr4zAQyXH0cpHX/V831pkj9O2X8AngRACeyP0xISgD0Kx8XLRcQQmi0UIggnqTc5DIrDcYdxJO6IuO/s7C5aUOfmpteIflVWWiEqig2YNCUhYTiaNPlY38NgjAQWCoygRffuuGv8eOSmp6MgJ0flMZF33YXInj1VGyndfz+srK3rZKR0q0bc2wRIlU/Eg2lhXeF5uk99jJLlywOR8qv8nvIre4m+8nPUtA24M6fkt6TnpB+FvVwUUPRC1m8JKJQLFAeFxxTNj5ELFQNDMapw24ApXaUBU2mpAYVDDJTExE7w9d2kUbkywxAsFBgBfWl0HzkSHSi5MSYGpcXFap0bb7Zpg1Q3N/w+ejQbKSlDSw2vAeihYh9NxtLHJGkk5eXhAPkkf6Me731LLgyClJ4PlYsBxZYJJBoUL8ov0SysMD4DYuPljbiZJVuP8fYOQMuWPZCZWTPyVVrqgJgY7k9QGykpgXB1/RvW1ppF/hiGYKHAVEERgYHTpiGsc2ckREWhokK6BL0NPfdrmzb46/77MeiVV+pkpPTJxk/Mw0iJJnpll2pq2pkGoJn8r47yASzkwkIRep2b/Pi6Quf0VfFX7aEwBsgjCUVy8SA9PgOgEwzWgIlaUEu0a9cftrZkwCTzWVDkypVeqKgwQLVjAGRkeMLS8i84OXGLbqZusFBgquHo4oJ7Hn0U3oGBNZwbqYQy9tIleISG1tlIad5P8/D6eTM2Ujokv5V6btHHQBd1qlZrKCpQcw68M8VqugLT+aBwThIrJwDskguVZLnAsIXBQp4KOcWyJbGAgNYICmrHBkx1ICfHCdnZq+HtzZbXTN1hocDUwDsgQFRCOLi4IOWGLAZOfSHiLl9GUNu2GPv883UyUpq5fCa+uPEFyizKYJbEyxMFaVLuqPCXp2453aqeJYrqzilFN6Rz9qdyF3m1xSgAx+S5EhTdp7xBA9RyJBLIrVEq623fngyYKlUaMHGpZHUKCuwQG/slQkPv0/dQGCOFhQKjkpD27UUVAxnpJ12/joQrV0TC4+jnnquTkdLk7ydjdfJq8zVSosl5s/z+GIW/OJrQ1RlQ0vP1MadUd85ypVtXeTXE8/JEynL5sshKAH8DWAuDN2Bq3pwMmELVGDCRMVNTPYzQ8CgqskFk5Bto1+4xfQ+FMWJYKDBqaXPXXej/4IOiLXX7QYMw8pln6mSkdN+S+7AtZ5tBJsg1GjvkVQwD5YmKEi7yqocSNbkG0nJBXaBzZqk5H9Sc87hCVQS5dc+Ql1mqLnzRKzezb+L3y2RGAdEkqmNH9QZMlKtg7pBIOH36BXTs+ApXODANgoUCoxb6cuk8dCimvP12nYyUIm9ECiOlI8Wy+nez5Zw8F4BKI/sp7ZMchxNVTOo02Wv2Udc8J4kS5RUe6aLbWUW0I15uCEXCgHLcpGBRNgwSxVLJFi16wMOjiRoDpnbIz6fQiXlSVGSNI0dmo0uXt2BlpVnZMsOog4UCUyu0HuwbHKyxkdLRC0cx5MchpmmkVNdSxT/kYf4JKv7SKMXDQsH7QOKC/Da4Hu/ZQj75n1dzziAVQkbKbauQj1EaZ82CF4PgaPxR/HeLfKbZgKk2kXDw4OPo0eNd2NlxDwem4bBQYLTG1iNbMfLXkaZppFQXUhXW+R+QJw4q4yb3LTgrjzpUykP+++TlivUxPmojFyZk4XxLfk5aWrgsj2q4qBAQEfL7pAOLFUom67P0oScDJmdnD5UGTFevmp8BEy037Nv3EHr0WAhHR/ONqDDahWNSTIOhq7kfd/2IZw89i1zL+tT1mRhb5T4FzeSTtHJwpYvc2+A+uYXyX/IkwjK5dJ+oNFFfl7smtgVQW46ejfy16+S9JmzkEQYSHiOVjr0ujzBYKyxbHJcve9DrNG8Y2uhsjtyMmMwYhHqEwsvLXyxBnDmzC66u3tWOKy21x/XrndCqFf3HzEMk/PPPg+jdeyFcXQ34B8gYHRxRYBqEZKT01KGnWCRIUGSASABwQMUmJRw6yXsyDJTnBlBE4DG5IFDkpvx1qttwVIcm/1lyv4Ym8t4NswF4Kh13TcHTAfLySD95JGK0YV9CKBswRUSQAZO9WRswFRTY4p9/pqBXrw/h6ckVH4x2sahU1VuYYTSgpKQEr/38Gr6K+cp8PRIYveBi64Jbz9+Cm72bcAv9/fePERNzVpgxKdOv3wYEBlJzDdMkM9MR+/ZNQ//+b8HLi8JYDKNdOKLA1Iv8gnxhpPR5zOcsEphGJ7ckFz+c+qEq4bZDBzJgqjA7A6akJDfs2vUoiwRGp7BQYOqMMFJaOhk/Jv9ovkZKjN5ZfGwxyipkIjUsrBOaNAlTacCUmhqM9HTTm0Rv3PDB3r2P4u67X2WRwOgUFgpMnUhIThBGSltztpq3kRKjd2KzY/Hbpd+qDJg6dFBvwGRqUYVLl/xx8OAjGDLkJRYJjM5hocBozJWbV3DPD/ewkRJjkKWS1H6aEvlUGTDFxpqOAdPx42E4fXoGRox4nkUC0yiwUGA0N1JaxUZKjGFxPOE4DsYeFPednNzQrp06AyZLREX1gDFTXm6J7ds7IjZ2JkaPfp6rG5hGg4UCc0cOnz6MpeuXoqCMmhMwjLEaMHVFaakB99KuhcJCB6xb1xfl5Y9hxIg5cHFRrndlGN3BQoFRC12V7Tq0C0vWL0FZSRke9XoUvla++h4Ww1Rjy5UtuJ5JDlIQofhWrXoiM7Pm8oNkwGRspKZ6Y+XKQWja9BEMHToTDg71aQTCMPWHhQKjEkoI+33H71j5+0rYWNsgLDAMDlYOmO4yHR6WZCvIMIZBRWUFvjzyZdXjdu1kBkwFBTkqkxqNyYApKioMa9YMQocOj2DQoIdE0ibDNDYsFBiVRko/bfkJv2z/Be6u7ghocrs/srOlsxALzhZ8VcMYDivPrERWkczyslmzlggObo+MDLLGrE5+vgfi41vB0CExs39/J2zb1g8DBjyGPn0mwsrKSt/DYswUFgpMDZLSkrDv2D442jvC16vmUoOHlQemuUyDgwV3pmMMg7ySPHx/8nsFA6ZBYumspISablQnMrI3DJmCAids2HAXrlzph5Ejn0GXLkNFy3eG0RcsFJgaUARhSJ8hyCvIQ1aO1JigOn7WfnjE5RGOLDAGacAUGiozYMrIUGXAFIS0NGquYXjcuhWC77/vj8rKezBu3EsID6dmHQyjX1goMDWgK7JJwydheP/hiE2MRV5+nsrjfK19McN1BtwsqWcyw+iXuJw4/HLxF3HfxsYWHTuSAVMBysvLVDaLMiTKy61w6FBvrF3bFeHhIzB27Avw8aEOXwyjf1goMCqxtrbGtDHTMLjXYFy7dQ0FhapLIz2tPDHDZQa8LLmtLWNMBkxtkZ9vGAI3J8cTP/88BEePNkf//g9i2LAn4ehoGuZQjGnAQoFRi52tHR6d8Cj6dOmD6JvRKCquud5LuFm54RHXR+BnRX2KGUZ/nEw8iX9v/ivu02QbETEQubkZKg2YrlzRvwHT1asR+OGHfsjJCcGIEbPRu/d4WFvb6HtYDFMNFgpMrTg6OOKJSU+gR/seuBJzBYVFhSqPo2qIh10ehr+VYa79MuYZVWjd+i44O3siJyetxnHXrnXRmwFTYaETdu4chl9+aQF//y4YP/5ltG7dm5MWGYOEhQJzR9xc3DBn2hwRWYi6ESVaTKvCwdIBD7k+hBDrkEYfI8NI/Bn1J65mXK1mwJSVlazSgOnatc6NPr5r1zpgxYrhOH/eE717jxNJi02ahDb6OBhGU1goMBrh6uyKWQ/OwqCeg3At9hpy83JVHmdrYYspLlPQwqZFo4+RYdQZMNnZOag0YLpypWejGTBRTsTOnROxYUNz2No2w8iRz2LgwGmws3NslPdnmPrCQoHRGCdHJ7EMcW+fe3Ej/oba0kkbCxtMdp6MtjZtG32MDEOsOrMKmYWZ4r6/PxkwRagslSQDpri41jodC6VHXLnSHWvWjMfJkxViOWTixFdFpIOXGhhjgIUCUycc7B3w2MTHMGLACMQlxyEjK0PlcVYWVpjgPAHd7bo3+hgZJr80H0tPLhX3aTLu0GGwuN/YBkzZ2d74+++p2LQpGEVFlcKGedSoZ+Hh0URn78kw2saiUjkdmGE0oKysDD//9TP+2PsHfD194ePpo/bYU8WnsC1/G8pR3qhjZMwbfxd/xMyNgY2VDUpLS/Dzz28jNfUWmjZtXuPYIUOWw9s7TmvvXVJij3Pn+uPo0UBkZ2cgJKQD+vWbjMDANlp7D4ZpLDiiwNTbZ2HKqCm4f9j9SM9MF7bP6uhi10VURLCLI9OYxOfGY8PFDdUMmEpKVBswUbMobUD5DtHRXfHbb49j1y4XlJcDgwc/hAkTXmGRwBgtHFFgGkRFRQX+2PMHNmzbAGdHZ/j7qS+PzK3IxYbcDYgvr7lWzDC6oEvTLjg586S4X1CQizVrFqCoqADe3rcbnREWFhUYNWoRnJ2z6/1eSUkhOHlyKK5dK0VBQTaaN++Cvn0nq4xgMIwxwREFpsF2z2PuHoOHxz4sDJli4mJqmNtIuFi6CGOmTradGn2cjHlyKvEU9t3YJ+47OroIA6a8vHSVBkxRUT3r9R55ee44cOB+bN06AWfPpsDKygb33vs4xo59iUUCYxJwRIHRCvRrdPDkQaz9Yy3Ss9LRKqwVrK2s1R5/tOgodhbsRAUqGnWcjPkxquUo/PHgH+J+RkYi1q59A9bWdnBzq55XY21djLFjv4CtbbFG583Pd8XFi30RFRWBpKRb4m+gRYvu6NPnfvj4BOrk/8Iw+oCFAqNVomKisPz35eK2RXAL4eyojpjSGPya9ysKK1W7PTKMNrCABa48fQUtvGTeHjt3LsfJk9sQHNy+xrFduuxA69ZHaj1fYaGzXCB0RlpaMvLyshAQ0BI9e45FeHg3WFlZ6ez/wjD6gIUCo3XSMtKwcuNKHD5zGAF+AfB091R7bFZ5FtbnrUdyeU3nPIbRFrO6zcK3930r7sfHR2HDhvfg4uINJ6fqjaEcHbMwevQiWFrW/FosKnLEpUt9ER3dDVlZOUhPj4O7e1N07z5ClF+ycRJjqrBQYHQC5Sv8sv0XbN+/HQ4ODghsEqjWXKa0shR/F/wtyigZRhc42jji1vO34OngKZYINm36H65ePYGAgJqVCH36/Irg4EvVBAJ5LVATqfz8UqSk3BCigBwfu3cfCQ8PbobGmDYsFBidVkTsPbpX+C3k5eehRUiLWsOy0SXR+CP/D+RV5jXqOBnz4IPBH+DVfq+K+9HRJ7Bp06fw9Q2Fra19teO8vOIwdOhy0f6ZBML1651QWFiCtLRY4bIYGtoJvXuPhb9/K3ZWZMwCFgqMzrkYfRErf1+J63HX0TKkJeztqn8xK1JYUYitBVtxseRio46RMX2auTTDjbk3hAFTWVkp1q0jA6abaNo0vMaxfn4xSE4OEU6OdAx9SwYFtUPXrsMQFtaF8xAYs4KFAtMoJKUmYcXvK3Di/AkENQuCu6t7rcdfKL4gBENRZU3LXYapL6vHrsb0jtPF/bNn92Dbtm8RENAaVkoVOiQQKIJA5kyBgW3RtetwhId3rXEcw5gDLBSYRqOgsEAsQ+w8tFP0jAhuFlxr6JYMmmgp4mqprGUwwzSUzk0649STp5QMmPLh7S0rZywpKURa2i0hEEhAdOkyTJQ8Wlvb6HnkDKM/WCgwjUp5eTn2H9uP33b8Jmyfw4PCay2hJE4UnRCeC6UobbRxMqbLnof2YFDoIHH/8OFN2Lt3tchVkLpLNmvWQi4QegjrZ4Yxd1goMHohLilORBeOnj0qliHI+rm26EJGeQY252/GrbJbjTpOxvQY2XIk/nzwT3E/MzMJ69a9JaIK5KvQseNgkazIEQSGuQ0LBUZvlJaWimWIzbs3IzM7E+HB4bUmOtKv6tHio9hfuJ9zF5gGGTBFPh2Jll4txeNbty6L3y1aaiBLcoZhqsNCgdE7129dF9bPpy+fhq+XL/y8/GqNLuRX5GNP4R6cLj6NSvCvL1N3nur6FL4b+Z2+h8EwRgELBcZgDJq27tuKv/b9hfyCfBFdsL3D+nBSWRJ2FOzAjbIbjTZOxnQMmGKfi4WXo5e+h8IwBg8LBcaguHT1kshdIO+FZn7N4O3hfefXlFzCroJdyKrIapQxMqbBwkELsaD/An0Pg2EMHhYKjMFBLo6Ut7Dj4A6UlJYgNCC01twFoqyyDP8V/YeDhQe5OoLRiKbOTXHjuRuwteLKBoapDRYKjEFCv5bnrpzDpl2bRHTBycEJgU0D7+iIl1ORg38K/sG5knONNlbGeFk1ZhUe7vSwvofBMAYNCwXGoCkuKcaBEwfw554/EZsYi6Y+TeHj6XNHj/24sjjsLtiNm2U3G22sjPHR0a8jzjx1Rt/DYBiDhoUCYxRkZGXg7wN/Y/d/u5Gdl42QZiFwcXa54+tiS2NxsOggokujG2WcjPGxe/pu3B12t76HwTAGCwsFxuhKKbfs3oJj545RQTxC/an7353XmKlCggQDJT5ySSWjyIgWI7B1ylZ9D4NhDBYWCoxRtq8+eeEkNv+zGZHXI+Hm4oYAvwCNzHLSy9NFwiPlMFSgolHGyxi+AdOlOZfQ2ru1vofCMAYJCwXGaCksKsS+o/uE90JCSgKaeDcRhk13yl8gssuzRZXEqeJTKENZo4yXMVxmdpmJpaOW6nsYDGOQsFBgjJ6U9BSRv0BJj2mZaSLZkUSDJhEGcnk8UnQEx4uPo7iyuFHGyxhWNIGWHp7v9TznKTCMGlgoMCZDYkoi/j3xL/Yd24fktGR4uHqgmW+zO5ZUEiWVJbhYchFnis8gtiy2UcbL6A9XO1fM6DQDT/d4GuGe4foeDsMYNCwUGJMjLSMNB08dxD+H/0FCcoKojqDulDYadgSkPAbqI3G2+CzyKvN0Pl6m8fCGN8JKwrDssWVoH9Ze38NhGKOAhQJjsmTnZuPQqUPYdWiX8GBwtHdEYJNAjaokiIrKClFWSaKBbjn50Thxt3RHhG0EOth1gLelN85HncfYe8biobEP6XtoDGMUsFBgzMIS+sjZI0IwUHmljY2NEAwO9g6an6MiT0QYaGkirSJNp+NlGo6jhSPa2bZDe9v2CLQJrKqWSclIEUtUbcPb4v3n3+e20gyjASwUGLPqUEn+CzsP7sTV2KsoKysTiY/UeEqTPAaJW6W3cL7kPKJKo5Bdka3TMTOaYwMbtLZtLcRBc5vmsLSwrHL3pKqY3Lxc8fPu1akXBvQYgLDAMH0PmWGMAhYKjNlRWlqKS9cu4fi54zh+4bjIabCztRP20M5OzhqVV0qklKUIwUAb2UazmVPjYg1rhNqECnFAIsHGQpaHQl9rmdmZoiKGloyCmwZjUK9B6NG+B7w979yRlGGY27BQYGDu1tBnLp8RuQxRN6KQX5gPTzdP+Hn5iSWKulBQUYCrpVeFaLhWeg1FlUU6G7c509SqKcJswsQWZB0Eawtr8Tx9leXm54qKl8LiQlH10qZ5G/Tt2hed2nS6YwdShmFUw0KBYeTr19dir+HkxZP479R/SExLFDX2ft5+QjjUJcogzldZIcosRbShJArpFek6G7s5JCMKYWAdJqIHjpaO1faTuKPIAS0tuDi5ICwoDL079Ub7lu3RxKdJnX92DMNUh4UCwyiRX5AvMuMPnz4sbrNys0TFhJe7l7CLrk8CHDlBknC4VXZLLFEklydzFYUa7C3sEWodWhU18LTyrHEM5R2QOMjKyRKRAmpBflfnu4Q4CPYP5iRFhtEiLBQYRg30p0FJcLQ0QZGGG3E3ROdKK0srEWWgTdNSS1UGT/Fl8UI0JJYlIqE8wSwTI50tnOFn7Qc/Kz80sWqCJtZNRAmjqigAJaPSUlFGdgasrazR1LcpenbsiY6tO6JFcAtYW8uWIBiG0S4sFBhGA+jPhNa+KY/hQvQFXIi6gPSsdFE5QYZOFG1wdqxbIqSqHIfE8kQklCWIbpe0XJFVkWUS1tKWsISXlZcQA0IUWMtunS2d1b6mtKxURAwoKbGopAj2tvbwdPdEl7Zd0LltZ5F/wHkHDKN7WCgwTD2XJ6jEkrpXUrSBavNprZyqJ0g0uLu6i6tebUACIrMiE1nlWeJW8T5FIQxhCYPyOSg64GLpAldLV3Er3fex8oGvlW9V0mFteSIUsSFhQJ8lRW7oc2we2BwRLSNEOWOIf0id/C8Yhmk4LBQYpoGUl5cjNiFWRBtOXz4tkiLpSpgSGkk4uDm7wdXZVVz9ajuxjt4jpyJHiIbcilwRfaBlDbqV7ovH9E9hn3RLEzxN4FawqrpVvF/1nIWVKEW0tbCtJgKkWycLpyrfAo3HXlEhBAF9ViQQCFcnV9Gfg5YTmgc1F+KAxALDMPqDhQLDaJn0zHRhGX0r8RauxFwRbpA5eTlijZ2S7JwcnER2Pnk2kJAwB2gZIa8gT0Ri6JYek0hxdHAUhleUhNgypKUQB1RpwpUKDGM4sFBgGB1TWFSIuKS4KvFAkYfUjFRhLS0mTAvZhEkRBwc7B3FLAsIYJ0v6OiFBRGKAtoLCAvEcOV9SDgdVjYQGhCK4WbAQBNQOnBp2cSIiwxguLBSYepGbmwtHR8c6WR/rg8zMTFGZ4OTkBEOB/uSoYRVVVCSmJgoRERMXI8QDTbJkFlRSUkIL/yCjR1sbWyEeqoSEvb3If2hsIUHjJmFDpYk0ProtLi0Wt5TUKUEih6IlZFpFEQJaSiBBQJ4GlL/BpYsMY1ywUGDqxbPPPoutW7fiq6++wsiRI2vs37NnD9555x28+uqrGDZsmF7GmJaWhvbt2+Puu+/GmjVrtHruU6dOicmxR48eVc/Nnz8fqampWL58eb3OSecTWf45mVW3VApIYoK2nNycKiFRVl52WyjI/4ItLC2EgKAkQBJwyvdpgqacBsoNoD/7avcrKsTjyorbz9MtCQN6jt6LjqNW3SS8SAyIKgQ3T2GJLHlMUD4GCQISCSQWGIYxflgoMHUmISEBLVu2FNvGjRvFFS79GtFEV1xcjPDwcDzwwAPYsGEDVqxYgc6dO4vX0TG039PTU7yWoAmJohN2dnZiAtLkapOSB+k8dOvi4lLrsU8//TS++eYbrF69GtOnT6+2b9u2bTh27JhaIUTjVMf48eOxadMmHD16tEosPPLII/jpp59w5swZIVB0EdKnigBJSJBgEFf3pbKrewrzU3JgQVEBCgsLxS29hib78opy8VlTwiEJCrqlz5oEAE3+ihstA5B9ta21rZj8Pdw8RDIm5VVQsiGVg9Ktk6MTRwcYxgxgocDUGUkEqMLf3x+7du1CRERE1bIENWGiyYd+1Whyf/LJJ7FkyRKxLzIyEm3atKnXOPr06YODBw9We+7cuXMi0kGig94/IyMDCxcuxIMPPohu3bpViYwnnngCn3zyCT777DM0adKkaqzx8fFo2rSpuFUX2r906RI6dOiAwYMHY+fOnVXPX79+XfxfevXqhX379hlEjoFYLiiVLRdQFEJEGayqRxkMYZwMwxgunEHE1Ama4EkkLF26FJMmTcK4ceNw48YNcWVOV6E06YwdO1Zc6UdHR4u17NatW4vliZ9//llM1Irr2W5ubnj44YdFRIE2Ta5Q6cqYzhEQEFBjHwmFBQsWiLHQZCgSBR0dsWXLFvz666/iGJo4x4wZA2dnWWj88OHDCAkJQUxMDMLCwjBq1KhaJ89XXnlFjOGDDz6o9jy9du7cufj000+FCKHj9A39P0g01ddBkmEYhq44GEYj1q1bV2ltbV05ceLEqueOHTtGEanK5cuXi8efffaZeLx48eKqYxYuXCieO3LkiM7HWF5eXpmbm1v57rvvVu7evbvavkmTJlV269atMjo6urKioqLy008/FeOKiYkR+5ctWyYeb9++Xe3516xZI46ZOnWqyv35+fmVYWFhlVZWVpV//PGHlv93DMMwjQ8vPTAaQZGAWbNmiTX52bNniyt6ukqlK9b9+/ejX79+smS5igrs3btXhOWlq/K8vDxcvXoVkydPFsfpGlpuoDwJd3d3sUxAORQURfD19RXLDBcuXBDRhq+//hrPPPOMiCRQRIEiJLSUkJKSovIKPDExUSyp0P/94sWLKiMaxMmTJ9G3b19xn3Ij7r//fp3/nxmGYXQFLz0wGkET6/fffy8EQ//+/UXCnpQHQGzfvl3sy8rKEiF9ylNQJD09XayXN4ZQoCREqkCg0P+iRYswb948kbdAY/vuu+9UlnTS5L97926x7KBKJJDQmDZtmhAhNPmrEwlE165dRaIjLcuQOCJx9f7774ulFYZhGGODU5aZOkGT7KFDh5Cfny88CqgEUdoOHDggjlm8eHG152kjGmOipEmZrugpodDPz0/kSpCo+fbbb+Hj4yMiDZRPcfbs2WqvoygI/X8oqqAMRUko+ZFKPimRc8KECUIU1QaVhFJ0gkQLJUxSFYRi4iPDMIyxwBEFptGgCVcdrVq1EtUIJCZqSySUqhYoYZCu1pUZOnQosrNvt2umZRJFunfvLm4HDBiAiRMnVj0viRxKfFRmxowZIopAZZDNmzfX2LyJjjt//rwQFrTcQYmbDMMwxgYLBabO3HvvvSJMrw6aWGlThmr71UFLE7T/TpUPJBTouKKiIpX7//zzT1HxUJslML3WwcFBVDtIkDHUjh07RD7Bf//9Jyo1JOi5y5cvi+UL2jdz5kyxPHH8+HERwSDBQrkPipB/BJWKhoaGivehiEXPnj3VjolhGMZQ4WRGps7QlXVOTg42b95c7Xkqhxw9erQoG6T1eWUouVB5QtUnysmM5IPQsWNHIRKOHDlSLZeB/kyUIx2U3Enlordu3aqRs0BLHrT8oZyrwTAMY2xwRIGpM5QUGBwcXO2qm5D8EciwSHlfY0JX84899pja/ZQrQFERZcgHgRIg33jjDaxfvx5Tp06t2qdqOYTMokgQUORAEXKapEqPZs2aNfj/wjAMo29YKDD1tnCmiVIRujKXygiV90nQVXqLFi10Oj5aeiDWrl2LLl26VFuWoAqI2syHnnrqKSEUyJpaUSioWr6gZQeq4lAWEfT/J5QFBMMwjDHCQoGpE5QoSBUPtF5Pmypee+01samCrtqvXbvWKEIhKCioWmTjxIkT1farQkqEpOZOtUERB8qVGD58eI19klDgiALDMKYAl0cydYIy92m9XnGjzH6akD08PMQxK1eurHEMbdQcqjGusmsTAqr209jIcpkqJMgjglDsCqkMLS289dZboqpBudEUwREFhmFMCRYKTL1JSkrC888/LwyGqGyQ+imogwyLpF4KEuRbQJMu7asPBQUFonkTmSApcqcmR1L+rnRLx1PbaDJjomUVyl+gFtnqqi5IHMTGxuLtt9+Gl5dXjWPi4uLELUcUGIYxBXjpgakTNFFSqd/y5cuF+yBNlKtWrRLdGckrQNk3gXICaCIngyNKgiRrZwmKMNy8ebPBY/rwww+FE6OEJDzUuUBK+xVNk6j6oXfv3hg0aJDoDKkKMo4id0YqoyRvhBdffFFl7oJUDUKVFAzDMMYOCwWmTuWEb775pogEBAYGinA9eQpQLwWCOkUqTsRSC2PKZSBRQOKCJlpFkyVySyTPA1W2yneCJnp6T29v72rPS+NQl8yoSihQy2raVEGloMuWLRM2zCR6yJ2RDJgUIxfUVppcHUkM0fmp1wM5QzIMwxg7LBQYjSEbY4oMUMto2pQnd8lQSdFYiRwUaVMFXZnrAsodIBFCeROKyYzk80DPS1UPtRlAKULJmyQMyBHyq6++wrPPPlvjmIEDB4qyUNros1EVbWAYhjFG2HCJYTRAyjuorRkUwzCMKcJCgWEYhmEYtXDVA8MwDMMwamGhwDAMwzCMWlgoMAzDMAyjFhYKDMMwDMOohYUCwzAMwzBqYaHAMAzDMIxaWCgwDMMwDKMWFgoMwzAMw0Ad/wd1Del4bfQACwAAAABJRU5ErkJggg=="
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 34
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
